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Wednesday, July 29, 2026

Reddit Scrub - 2026-07-29

Summary

  • Posts found: 751
  • Subreddits searched: 38
  • Subreddits with results: 37
  • Keywords represented: 35
  • Fetch status: 1 subreddit rate-limited or blocked during this run.

Threads

Am I mining wrong? I learned that there is a larger material vein under the surface chunks. But is there a 3rd one even deeper? Because when I mine the second larger vein there's only like 3-4k extra there.

  • Subreddit: r/7daystodie
  • Bot probability: Low (5%)
  • Snippet: First I was like "How can people be wondering what do to with all their ammo? I'm spending like 3-5 days of the week just to get enough ammo for my M60 turrets for horde night!". So I googled it and the answer was: "You're supposed to be mining the ore vein under the surface vein". So if I find lead, I don't just mine the lead block on the surface. I also mine the bigger chun…

Chicken Hunting Made Easy

  • Subreddit: r/7daystodie
  • Bot probability: Low (18%)
  • Snippet: Hello Fellow Chicken Hunters! To make acquiring chickens as easy as possible you just need 3 things... 1.A Chicken Coop A Land Claim Block The Dead Rooster POI Optional A Hatch Just drop a land claim block and your coop outside. Run inside and grab a chicken while dodging their former owners. P…

Combine station, you review or just send it?

  • Subreddit: r/7daystodie
  • Bot probability: Low (10%)
  • Snippet: So when the combine station first came out, I would look at both pieces I was about to put in, remove mods take a look at the stats for each one, figure out what the end result should be, put them in and then verify i was getting what I should with the result. Now? I take my primary piece, say chainsaw, and if I've got 10 chainsaws collected from a few hard nights I just keep …

Does anyone know of any good terrain modeling tools or mods?

  • Subreddit: r/7daystodie
  • Bot probability: Low (10%)
  • Snippet: I'm trying to get an area flat, because I replaced one of the blocks I broke, and it sticks up higher than the rest in the area. I tried the dev tool terrain modeller but that just made it worse, because it takes the whole area and changes it when I only want a small portion to be flattened out. submitted by <a href="https://www.reddit.com/user/F…

Potential bug?

  • Subreddit: r/7daystodie
  • Bot probability: Low (5%)
  • Snippet: Since the ‘coop update’ I’ve noticed whenever I’m in the snow biome it’s as though my ferel sense gets turned on. Every bear, mountain lion and wolf is after me. I could be entering a new part of the map and everything is already coming at me, adding to the trail of animals already behind me from waaay back. I’ve turned down animal spawns and density but it’s not done much if anythin…

The fix to joining your friends world

  • Subreddit: r/7daystodie
  • Bot probability: Low (18%)
  • Snippet: If you casually want to play with your friends but cant because the new update has made it impossible to join with an invite whether it be pc/ps5, or Xbox here's the fix. Make the server public and for your sake add a password and then start it up and your friend can just put your name/gamertag in the "server name" when trying to join via the join game option. This will fix the curre…

They tried to stop me, but here's the mask

  • Subreddit: r/7daystodie
  • Bot probability: Low (10%)
  • Snippet: There…

Well, my take on a "Walking Dead" save came to an abrupt end late last night...

  • Subreddit: r/7daystodie
  • Bot probability: Low (10%)
  • Snippet: <img src="https://preview.redd.it/49ke7b2rdzfh1.jpg?width=140&height=78&auto=webp&s=e3c18c441bf34c5b04890ef19e04725322f7e727" alt="Well, my take on a "Walking Dead" save came to an abrupt end late last night..." title="Well, my take on a "Walking Dead" save came to an abrupt end…

A Ranger and her arrows

  • Subreddit: r/AdrullanOnline
  • Bot probability: Low (10%)
  • Snippet: I just came here to say how much I've deeply enjoyed the playtest. I rolled a Ranger expecting to be less than impressed and swap to something else within the hour but boy was I surprised. I love archers in games, I love crafting in games and I was really impressed with how it felt. Aimed shot just feels so good, that long cast for a high damage pay off, the utility of …

Adrullan Online Adventures - Community Alpha Test 7 Stats and Looking Ahead

  • Subreddit: r/AdrullanOnline
  • Bot probability: Low (20%)
  • Snippet: <img src="https://preview.redd.it/jxiy3ku6q1vg1.png?width=140&height=140&crop=1:1,smart&auto=webp&s=1e87ce97941f178d3af24238ebebf97d07815e49" alt="Adrullan Online Adventures - Community Alpha Test 7 Stats and Looking Ahead" title="Adrullan Online Adventures - Communit…

Adrullan Online Adventures - Info & FAQ

  • Subreddit: r/AdrullanOnline
  • Bot probability: Low (10%)
  • Snippet: Updated: May 6, 2026 Adrullan Online Adventures, often shortened to AOA, is an alpha-stage, open-world voxel MMORPG built around slower, social, classic MMO roots. It was previously known as EverCraft Online. AOA is designed to be demanding, group-friendly, and rewarding. Expect deliberate tab-target combat, meaningful …

Community Alpha 7 Final Day -- Ends tonight 10pm ET

  • Subreddit: r/AdrullanOnline
  • Bot probability: Low (10%)
  • Snippet: <!-- SC_OFF…

Crafting: the love of my life but…

  • Subreddit: r/AdrullanOnline
  • Bot probability: Low (5%)
  • Snippet: I always find myself attracted to MMOs crafting systems. This alpha test was no exception. After leveling for a bit the first two days I went hard into the crafting system. From beekeeping to Metalworking, leather, and carpentry I loved the system in AoA. It’s easy to use, smart, and overall some of the best crafting I have seen in a game. But I have a fear. The same issue with craft…

Dev Event Last Night

  • Subreddit: r/AdrullanOnline
  • Bot probability: Low (10%)
  • Snippet: Does anyone have good pictures from last nights event? It was a blast and the loot that dropped was awesome, I wish I had more time to play utilizing it! The run from Leont to the crypt (and then back again) was hilarious. 😂 submitted by /u/basicgear00 <a href="https://ww…

How do we feel about the coin ratios?

  • Subreddit: r/AdrullanOnline
  • Bot probability: Low (10%)
  • Snippet: I’m scratching the bottom of the barrel to find anything to complain about with this game. But how do we feel about the 1:10 coin ratio’s? i found it strange that I was accruing plat at level 6. I feel by max level the trading numbers will be thousands of plat for items or even more. I think the standard 1:100 makes more sense. submitte…

I Am Addicted To This Game - Sparkykawa's YouTube

  • Subreddit: r/AdrullanOnline
  • Bot probability: Low (10%)
  • Snippet: <img src="https://external-preview.redd.it/8vrpYHn1ltnJ4Io81m7xY5cNOzfkjCplxMJiQLg4z6w.jpeg?width=320&crop=smart&auto=webp&s=4c33cf87717b69b7d2d232df832bb9584c5485f6" alt="I Am Addicted To This Game - Sparkykawa's YouTube" title="I Am Addicted To This Game - Sparkykawa's You…

My thoughts on the last playtest.

  • Subreddit: r/AdrullanOnline
  • Bot probability: Low (10%)
  • Snippet: So this last playtest was a ton of fun. Every one of these tests, the world feels more and more alive, and this was the best one to date from that standpoint. I hit level 9 on my shaman, and got so sucked in to exploring the world (yay Surge of Wildfoot) and crafting, I simply didnt get past that point really, although I did get Necro to lvl 9, and a smattering of alts to 8ish. It wa…

Systems Update Post-Community Test

  • Subreddit: r/AdrullanOnline
  • Bot probability: Low (5%)
  • Snippet: Hey all, I wanted to upda…

Thank you devs!

  • Subreddit: r/AdrullanOnline
  • Bot probability: Low (10%)
  • Snippet: This is a dev appreciation post. Thank you all for your wonderful game, and sharing it with us. Your world, the quests in it, the various classes and races, the crafting systems, its all a fantastic blend. I know things are still a work in progress and some things are still coming together, but its very obvious you care about this world you are building. Thank you. Keep buildi…

Thank you, Devs, for an amazing test!

  • Subreddit: r/AdrullanOnline
  • Bot probability: Low (10%)
  • Snippet: Hey, Famouscoozie …

Ver 0.10.69 Patch Notes (4/19/26)

  • Subreddit: r/AdrullanOnline
  • Bot probability: Low (10%)
  • Snippet: Disclaimer</stron…

Ver 0.10.70 Patch Notes (4/24/26)

  • Subreddit: r/AdrullanOnline
  • Bot probability: Low (10%)
  • Snippet: Disclaimer</stro…

Ver 0.10.71 Patch Notes (5/8/26)

  • Subreddit: r/AdrullanOnline
  • Bot probability: Low (26%)
  • Snippet: Disclaimer<…

Ver 0.10.72 Patch Notes (6/11/26)

  • Subreddit: r/AdrullanOnline
  • Bot probability: Low (10%)
  • Snippet: Disclaimer</stron…

Ver 0.10.73 Patch Notes (7/14/26)

  • Subreddit: r/AdrullanOnline
  • Bot probability: Low (5%)
  • Snippet: Disclaimer</stron…

“Yes it’s anonymous, but three E-4s answered and I’m gonna find out who”

  • Subreddit: r/airforce
  • Bot probability: Low (10%)
  • Snippet: <img src="https://preview.redd.it/re6ykn49a0gh1.jpeg?width=320&crop=smart&auto=webp&s=6dba2ef9389f545e2f71d7404c9ca8388a6a9b92" alt="“Yes it’s anonymous, but three E-4s answered and I’m gonna find out who”" title="“Yes it’s anonymous, but three E-4s answered and I’m gonna find ou…

🤣

  • Subreddit: r/airforce
  • Bot probability: Low (18%)
  • Snippet: submitted by /u/newnoadeptness <br…

2024 /r/AirForce Community Patches & Stickers now available for purchase! Link in comments.

  • Subreddit: r/airforce
  • Bot probability: Low (18%)
  • Snippet: <img src="https://a.thumbs.redditmedia.com/3gVZuJLqCGoB4uw4D7Raeq2oBJI6FEvnWmsU6ckCZo0.jpg" alt="2024 /r/AirForce Community Patches & Stickers now available for purchase! Link in comments." title="2024 /r/AirForce Community Patches & Stickers now available for purchase! Link in comment…

Air Force tests drone wingmen at Creech Air Force Base

  • Subreddit: r/airforce
  • Bot probability: Low (18%)
  • Snippet: submitted by /u/Cute_Marzipan2153 [link] [comments]

E-4 mafia is secretly running the WH social media.

  • Subreddit: r/airforce
  • Bot probability: Low (10%)
  • Snippet: Change my mind. submitted by /u/ObliviousKangaroo [link] [comment…

Entitled member

  • Subreddit: r/airforce
  • Bot probability: Low (18%)
  • Snippet: Open letter to the absolute mouth breather who yelled at the DMV representative at AAA. Congrats! Now DMV military service at AAA in las vegas area are cancelled. Henderson is now the only place that accepts military out of state registration. Be better submitted by /u/Sma…

Found this picture at an estate sale and thought it was too good to let it end up being tossed out. It was tucked in a bible along with some other photos.

  • Subreddit: r/airforce
  • Bot probability: Low (10%)
  • Snippet: <img src="https://preview.redd.it/rhqimfj6q0gh1.jpeg?width=640&crop=smart&auto=webp&s=daa123076a36ec56a5b6e548131ecd6c121c4228" alt="Found this picture at an estate sale and thought it was too good to let it end up being tossed out. It was tucked in a bible along with some other…

How the fuck do you open a retrain ticket in MyFSS?

  • Subreddit: r/airforce
  • Bot probability: Low (10%)
  • Snippet: <!-- SC_OFF -…

Maybe myFSS should start scheduling things in Zulu time

  • Subreddit: r/airforce
  • Bot probability: Low (10%)
  • Snippet: <!-- SC_OFF…

Military Lanes | Transportation Security Administration

  • Subreddit: r/airforce
  • Bot probability: Low (10%)
  • Snippet: <img src="https://external-preview.redd.it/An2oK4NFcfsuVRcSzTUAr3qNJZ03D4l6q0EZblAgeJQ.jpeg?width=640&crop=smart&auto=webp&s=05e4045f7bb1d10577f42ae4d175bf74b8672e41" alt="Military Lanes | Transportation Security Administration" title="Military Lanes | Transportation Security Administrati…

osan

  • Subreddit: r/airforce
  • Bot probability: Low (10%)
  • Snippet: submitted by /u/dietmtndew03 <a href="https://i.redd.it/r4aio9jhayfh1.jp…

Pizza Cat

  • Subreddit: r/airforce
  • Bot probability: Low (10%)
  • Snippet: Turns out that whole thing about Pizza Cat having been flown to the states was a hoax. Apparently even t…

Pizza Cat POL

  • Subreddit: r/airforce
  • Bot probability: Low (10%)
  • Snippet: Amn NCO page on Facebook as of 2 hours ago. submitted by &#32…

Pop’s Shadowbox

  • Subreddit: r/airforce
  • Bot probability: Low (10%)
  • Snippet: Got some answers from my old man about his career and his shadowbox. …

PT Test Hot Take

  • Subreddit: r/airforce
  • Bot probability: Low (10%)
  • Snippet: Downvote me all you want but please stop hooking up your boys during pt tests.The day will come (last week for my troop) where they will meet their maker (an absolute rule follower) and they will come extremely close to failing their PT test. submitted by /u/akachelsica <a href="…

PT Test Standards Changes

  • Subreddit: r/airforce
  • Bot probability: Low (10%)
  • Snippet: Not going to happen peeps. I've been on enough calls lately with higher levels of leadership to know that NOBODY at HAF is entertaining easing standards, no matter what the trends show. Leadership is anticipating higher failure rates with the new charts and is accepting the inherent risks and potential impact to the force. Shouldn't be too surprising given the push towards "lethality…

Questions about joining the US Air Force, whether enlisting or commissioning as an officer, prior-service or not, should be posted in /r/AirForceRecruits.

  • Subreddit: r/airforce
  • Bot probability: Low (18%)
  • Snippet: submitted by /u/SilentD [link] [comments]

Thoughts?

  • Subreddit: r/airforce
  • Bot probability: Low (10%)
  • Snippet: submitted by /u/Real_Ninja_6777 <a href="https://i.redd…

Understanding DEROS and getting Overseas Opportunities

  • Subreddit: r/airforce
  • Bot probability: Low (5%)
  • Snippet: How can I get the best chance at getting an overseas assignment or getting a volunteer opportunity to go? I’m in HRA so I could go to any base around the world. I want to see the world on Uncle Sam’s dime. Any help is appreciated. submitted by /u/MoonsFist <a href="https://www.reddi…

US airman accused of ‘spree’ of rapes on sleeping women avoided UK courts | US military

  • Subreddit: r/airforce
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/tW6tqGTqjtgM_KHKO-Exw-qbs-Qq_EQsJe47XoO4DUw.jpeg?width=640&crop=smart&auto=webp&s=74888aeef1f237c17d159cb540fcf7a9fadfdf09" alt="US airman accused of ‘spree’ of rapes on sleeping women avoided UK courts | US military" title="US airman ac…

Well this is interesting, The United States and Saudi Arabia conducted air strikes against IRGC and Iranian backed terror groups in Iraq tonight

  • Subreddit: r/airforce
  • Bot probability: Low (18%)
  • Snippet: TAMPA, Fla. — U.S. Central Command and the Saudi Arabian Armed Forces conducted precision strikes in Iraq, July 28, against Iran-aligned terrorists that the Islamic Revolutionary Guard Corps (IRGC) directed to attack U.S. forces and Saudi energy infrastructure. U.S. and Saudi fighter aircraft struck multiple terrorist logistics and weapons sites across eastern Iraq in a strong respon…

What a name!

  • Subreddit: r/airforce
  • Bot probability: Low (10%)
  • Snippet: Just behave fr. submitted by <a href="https://www.reddit.com…

What’s your must have pcs snack?

  • Subreddit: r/airforce
  • Bot probability: Low (18%)
  • Snippet: Currently at mile 400 of 2400, and been enjoying some watermelon, bbq chips, and Walmart M&M cookies(iykyk). What’s y’all’s must have snack during your long drive to your next station? submitted by /u/the-unknown-pants <a href="https://www.reddit.com/r/AirForce/comments/…

Which base surprised you the most after hearing all the rumors?

  • Subreddit: r/airforce
  • Bot probability: Low (18%)
  • Snippet: submitted by /u/New_Expression_4041 [link] [comments]

Why are Change of Responsibility Ceremonies a thing now?

  • Subreddit: r/airforce
  • Bot probability: Low (10%)
  • Snippet: I’ve had to attend two now. One for the base chief and one for my group chief. They were both pretty boring and seemed unnecessary. Have these always been a thing? I feel like they’ve become more popular recently? Were SNCOs jealous that officers get Changes of Command or something? I told my flight chief I won’t be attending any more of these and if I’m forced to attend I will just …

About do give up, was fun until the dream was alive

  • Subreddit: r/algotrading
  • Bot probability: Low (5%)
  • Snippet: I think I am about to give up. For months I have apent hours upon hours working on this, trying to find a winning algo. Many slaps accross the face later, my faith has been shaken. Perhaps I should be spending my time and energy elsewhere. I can't help but think of how many times I thought I had it just to realize that I had a leakage or that spread fucks me up. And this time …

After two years of building investment strategies I have realized that I do not know how successful investors really invest.

  • Subreddit: r/algotrading
  • Bot probability: Low (5%)
  • Snippet: As the title suggests one thing that has been on my mind lately is that I have spent a lot of time studying investment signals, testing data, executing trades, managing risk, determining position sizes and building portfolios. I have not spent much time studying the actual investment portfolios for successful investors. I mean i have not looked at what they hold in their portf…

Algotrading for resume

  • Subreddit: r/algotrading
  • Bot probability: Low (5%)
  • Snippet: Im an undergrad and wanted to build a good resume. I also have some interest in the stock and I did learn some basic technical analysis (support and resistance). Now that I want to build a resume I was planning to build an algotrading algorithm but didnt know how to start so im here asking the experienced for their advice. I would really grateful even if anyone answered atlea…

Alpaca or tastytrade for automated trading with shares?

  • Subreddit: r/algotrading
  • Bot probability: Low (30%)
  • Snippet: Has anyone tried any of those? I’m trying to find experiences on linking these to traderspost and whether fills are good or bad but I can’t find many so I was wondering if anyone here can share their experience submitted by /u/Lower-Ad-1207 <a href="https://www.reddit.com/r/alg…

Anyone here using exponential/Gaussian functions for trailing stoploss placement?

  • Subreddit: r/algotrading
  • Bot probability: Low (10%)
  • Snippet: https://preview.redd.it/v47rl41v9ifh1.png?width=795&format=png&auto=webp&s=55ede0c0ab72e0bbf0ec14628a7b0672b11284cc I've been experimenting with non-standard trailing stop loss logic rather than traditional atr based stops.</…

Are you new here? Want to know where to start? Looking for resources? START HERE!

  • Subreddit: r/algotrading
  • Bot probability: Low (10%)
  • Snippet: Hello and welcome to the /r/AlgoTrading Community! Please do not post a new thread until you have read through our WIKI/FAQ. It is highly likely that your questions are already answered there. All members are expected to follow our sidebar rules.…

At what Point does Execution count stop justifying the Edge?

  • Subreddit: r/algotrading
  • Bot probability: Low (10%)
  • Snippet: As a disclosure, these are my genuine personal earnings within the past three months. I got ~250 trades and 1.9% return on capital. I do systematic covered Calls and CSPs. .05 delta, 7-14 DTE, hard filters on iv, VRP ratio, liquidity, earnings blackouts. Additionally, rules based exits at 50% profit / 0.30 delta. How do you decide when an edge justifies its execution …

Do you think algo trading is better than discretionary trading for retail traders?

  • Subreddit: r/algotrading
  • Bot probability: Low (18%)
  • Snippet: Do you believe that there are a higher number of profitable algo retail traders versus discretionary point and click retail traders? Or do you believe that the barrier of entry is too high? submitted by /u/kenjiurada <a href="https://www.reddit.com/r/algotrading/comments/1v8b98j/do…

Forward testing is the worst

  • Subreddit: r/algotrading
  • Bot probability: Low (10%)
  • Snippet: I really enjoy the research, and developing strategies. But sitting and waiting for forward testing to confirm an edge is such pain One of my strategies sat for weeks with a bug that was causing it to not accumulate data. Even when everything is working perfectly it just feels so slow. What do you guys do while forward testing? Just research more strategies? Also how …

Gold model strategy

  • Subreddit: r/algotrading
  • Bot probability: Low (10%)
  • Snippet: I've been running two separate models on gold for a few weeks, competing for the best performance. → Mean reversion, machine learning-based → Structure fade, plain rules The idea was diversification. Two models, two ways of being right. Each one worked well on its own. Then I breached a couple of accounts. I retrained both on more recent data, and the drawdo…

How are people actually using AI in their trading workflow?

  • Subreddit: r/algotrading
  • Bot probability: Low (20%)
  • Snippet: I’ve been experimenting with different ways AI can fit into a trading workflow, and I’m curious how people here are actually using it in practice. There seems to be a big difference between using AI as a simple signal generator and using it as a tool that can help analyze large amounts of market information, filter noise, compare different conditions, and support a broader tr…

How are you all you U.S. equities traders fairing over the last 2 months?

  • Subreddit: r/algotrading
  • Bot probability: Low (10%)
  • Snippet: I performed the above walk-forward analysis backtest above: My portfolio is 3 total strategies with 6 equities each, all long only. 2 trend following strategies 1 hybrid momentum breakout / mean reverting strategy The backtest had 10 years IS and the above 3 years of OOS High-level background: …

How do options market makers efficiently hedge delta?

  • Subreddit: r/algotrading
  • Bot probability: Low (18%)
  • Snippet: Market makers get delta exposure whether they trade options or not, because they run a whole portfolio that has gamma in it. Wondering how they handle delta in practice and whether other traders can take advantage of the knowledge of the MM's delta (which isn't hard to get because you can assume that mostly, MMs hold the passive side of the trades). &#…

I built a US equity factor engine that publishes its own IC and tries to prove itself wrong. Please tear it apart.

  • Subreddit: r/algotrading
  • Bot probability: Low (18%)
  • Snippet: This is the crowd I most want to be torn apart by, so I am quite looking forward to this. I'm a software developer, not a finance guy. I wanted to actually understand investing instead of reading about it, so I built a US equity factor engine and I've been running it in public since February. It is easy to fake understanding it all until you have to program it. I wante…

If you were to start Algorithmic Trading today, what all skills you would learn if you already knew programming

  • Subreddit: r/algotrading
  • Bot probability: Low (18%)
  • Snippet: How would a fairly profitable algo trader start if he were to start today? what all mistakes,loops, could have been avoided? how the start could have been better? submitted by /u/Efficient_Cash3439 <a href="https://www.reddit.com/r/algotrading/comments/1v7c3ze/if_you_were_t…

Is it even possible to create a profitable and consistent algo trading bot for crypto coins like BTC, ETH, BNB, etc., because of how volatile they are?

  • Subreddit: r/algotrading
  • Bot probability: Low (28%)
  • Snippet: This might be a low IQ question, but would known trading strategies work in the crypto space? And is creating a profitable and consistent algorithm that is profitable even possible in the long run? submitted by /u/YZZNCH <a href="https://www.reddit.com/r/algotrading/comments/1v9h4w6/is…

Looking for Audiobook Recommendations on Quantitative & Systematic Investing

  • Subreddit: r/algotrading
  • Bot probability: Low (10%)
  • Snippet: Hi everyone, I hope this is the right place to ask. 😊 I've recently become very interested in quantitative investing, and I recently started investing in the Invesco Global Active ESG Equity UCITS ETF (Acc) myself. As I mentioned, I find this topic genuinely fascinating, especially the systematic approach behind it. Because of that, I started listening to the au…

Most trading content online feels useless once real money is involved

  • Subreddit: r/algotrading
  • Bot probability: Low (5%)
  • Snippet: I have noticed a lot of trading advice sounds amazing until markets actually get volatile. Some people look like geniuses until the first sharp pullback. Then the same accounts suddenly switch bias, disappear for a week, or start rewriting their original thesis completely. Volatility exposes who actually has a process pretty quickly. Makes it really hard to tell who gen…

Order book data for BTC

  • Subreddit: r/algotrading
  • Bot probability: Low (10%)
  • Snippet: Hi. Is there a cost efficient (or free) way to read real time book data for BTC order book data? It can be exchange specific - I’m fine with that. I’m looking to be able to feed my model on asks and bids as well as depth on the BTC book. Thanks submitted by /u/theawkwardpada…

Project almost ready.

  • Subreddit: r/algotrading
  • Bot probability: Low (10%)
  • Snippet: Here is an update on my project. Past 2 weeks its started to do what its was made for. I let it a bit loose to try do 5 pairs at the same time, but its hard work for old laptop. Hoper ram prices go down and I can build proper server for this thing so it could run 10+ pairs. Custom calculation takes about 1 day for each pair, so yeah, this is not your atr+ema :D <!-- SC_ON -…

Review of Sersan Sistema course

  • Subreddit: r/algotrading
  • Bot probability: Low (10%)
  • Snippet: This guy who runs this course has an open fund, which is purely algorithmic. The money it makes is pretty good. It's on Darwin X and is listed as SYO, I think, with 16 million assets under management. The good thing is it's all transparent. He's been 20 years in the game and teaches on a course with a financial background. Unfortunately the course is only in Spanish but fortu…

Scalping Bot Live Trades 7/27/26 (+38%)

  • Subreddit: r/algotrading
  • Bot probability: Low (30%)
  • Snippet: I use data science to select my indicators. Each position has a stop loss, and I also use a trailing stop on session equity. Take profits would leave too much money on the table. A pattern I have noticed: almost all of the profit is in the first 30 minutes. Win rate: 33% Average win: +13.2% Average loss: -3.1% Payoff ratio: 4.25 Profit factor: 2.13<…

Weekly Discussion Thread - July 28, 2026

  • Subreddit: r/algotrading
  • Bot probability: Low (5%)
  • Snippet: This is a dedicated space for open conversation on all things algorithmic and systematic trading. Whether you’re a seasoned quant or just getting started, feel free to join in and contribute to the discussion. Here are a few ideas for what to share or ask about: Market Trends: What’s moving in the markets today? Trading Ideas and Strateg…

What computer would you recommend for Crypto Trading?

  • Subreddit: r/algotrading
  • Bot probability: Low (10%)
  • Snippet: Currently using a Macbook Pro 8GB ram, what computer is recommended for algo trading? I am thinking of using hyperliquid and bybit? submitted by /u/Meat_Disastrous [li…

Why stocks instead of sports?

  • Subreddit: r/algotrading
  • Bot probability: Low (5%)
  • Snippet: I was never able to find an edge in the stock market, but could easily find one in sports after revamping my software for it. Overall it feels like a far less competitive and saturated field with easier profits available, and getting banned for profiting is only an issue if you are using soft bookies. submitted by <a href="https://www.reddit.com/u…

ACEMAGIC F9A packs Ryzen AI Max+ 395 into a 2-liter chassis with a Copilot button

  • Subreddit: r/Amd
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/We9wV2s__CoPHNmKwKlr7jGFiOnjDNDGeNqbe4WoQmk.jpeg?width=640&crop=smart&auto=webp&s=fc7383db8d86214f7f421a1908170fc22e0a9ab4" alt="ACEMAGIC F9A packs Ryzen AI Max+ 395 into a 2-liter chassis with a Copilot button" title="ACEMAGIC F9A packs Ry…

AMD 4700S Hardware & Software Modifications: Thermals, Benchmarks, Custom Cooler Mounting, and 1GB BAR Allocation on Arch Linux

  • Subreddit: r/Amd
  • Bot probability: Low (26%)
  • Snippet: <img src="https://preview.redd.it/4pzf185nxffh1.jpg?width=140&height=140&crop=1:1,smart&auto=webp&s=7f954af0721f44fa3c0877dbb42fbd629af83550" alt="AMD 4700S Hardware & Software Modifications: Thermals, Benchmarks, Custom Cooler Mounting, and 1GB BAR Allocation on Arch Linux" title="…

AMD Advancing AI 2026: Talking CDNA5 with AMD’s Alan Smith

  • Subreddit: r/Amd
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/V8K_IlX8tleraRdEWaT5Qqqq_SY5ZYmuiOysoY2LGBU.jpeg?width=320&crop=smart&auto=webp&s=03151cac957b6940c5d52e043cbb598ca7eb73ca" alt="AMD Advancing AI 2026: Talking CDNA5 with AMD’s Alan Smith" title="AMD Advancing AI 2026: Talking CDNA5 with AMD’s …

AMD announced its $5.4 billion ATI acquisition 20 years ago today

  • Subreddit: r/Amd
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/7rhhrkDufoyY_5GRocdqwABSIuPIgN5S8fe5U98OSMc.jpeg?width=640&crop=smart&auto=webp&s=81e9c307e6206b729e569378e6e4f8f0d0d5440c" alt="AMD announced its $5.4 billion ATI acquisition 20 years ago today" title="AMD announced its $5.4 billion ATI acqu…

AMD confirms Zen 7 EPYC Florence and Instinct MI600 for 2028, Zen 8 Ravenna follows in 2030

  • Subreddit: r/Amd
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/nHqQ3suYj4j4TQQjHOP1_GYD6Yli6bhR7M3q7_oBuRA.jpeg?width=640&crop=smart&auto=webp&s=b24b188d8605410122155a8e05878690ea427950" alt="AMD confirms Zen 7 EPYC Florence and Instinct MI600 for 2028, Zen 8 Ravenna follows in 2030" title="AMD confirms Ze…

AMD details four EPYC 9006 variants: EPYC 9006X Venice-X features up to 1,152MB of L3 cache

  • Subreddit: r/Amd
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/gBg2G2-q1tep9clbcAg8pEa8NFzVO6k8-6hGSJtC-DU.jpeg?width=640&crop=smart&auto=webp&s=ed190c2435e1d835da706dcde1d8032859b6cfd3" alt="AMD details four EPYC 9006 variants: EPYC 9006X Venice-X features up to 1,152MB of L3 cache" title="AMD details fo…

AMD EPYC 9006 Venice Announced & Looks Poised To Be A Grand Slam

  • Subreddit: r/Amd
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/SsHKio7l-6-Vvs7rIYYUWhleB7wXYWixx_edZqCLhUY.jpeg?width=640&crop=smart&auto=webp&s=84639ee56e83d002fd5adfae70e604ac8ab4e00a" alt="AMD EPYC 9006 Venice Announced & Looks Poised To Be A Grand Slam" title="AMD EPYC 9006 Venice Announced &am…

AMD Instinct MI455X GPU features 432GB HBM4 and 23.3 TB/s memory bandwidth

  • Subreddit: r/Amd
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/gVp_uWv5CTDbhzi4U-x2r5nCmo_A5W_EUwf_XHDyy3A.jpeg?width=640&crop=smart&auto=webp&s=96859d99e27e6411f8899cc7a1bb25faca41f9b2" alt="AMD Instinct MI455X GPU features 432GB HBM4 and 23.3 TB/s memory bandwidth" title="AMD Instinct MI455X GPU featur…

AMD Launches New GPUs, Server CPUs, Rack-Scale AI Platform And Robotics Tools At Advancing AI Event

  • Subreddit: r/Amd
  • Bot probability: Low (18%)
  • Snippet: submitted by /u/teheditor [link] [comments]

AMD launches Strix Halo as Ryzen AI Embedded X100 with up to 16 Zen 5 cores

  • Subreddit: r/Amd
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/pUfGaaYBhGpdhPC9qpB6Xyj3D-sq5AaUG9PL8UQOqG0.jpeg?width=640&crop=smart&auto=webp&s=93ec531b01ae860671781424b7384dbab72687c5" alt="AMD launches Strix Halo as Ryzen AI Embedded X100 with up to 16 Zen 5 cores" title="AMD launches Strix Halo as …

AMD MI455X and Helios: 432GB HBM4, 72-GPU Racks, and a Real Answer to Vera Rubin

  • Subreddit: r/Amd
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/y5NQq4CbEJOxB05Yjxvf1vhAVzwBJ7bi2lbfkwYWnv0.jpeg?width=640&crop=smart&auto=webp&s=a7b43a10ee6e151b9474fd77c142654a762285c0" alt="AMD MI455X and Helios: 432GB HBM4, 72-GPU Racks, and a Real Answer to Vera Rubin" title="AMD MI455X and Helios: …

AMD preparing 8-core Ryzen 7 9800HX3D gaming laptop CPU for CES 2027 reveal

  • Subreddit: r/Amd
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/EqH0KkpBVx-D_K9kkrEc5b9YeS_Q0aD6y6rwXQxdeJY.jpeg?width=640&crop=smart&auto=webp&s=90149bf5b2fe13ff43ff7ca1cda2411c0d7721e6" alt="AMD preparing 8-core Ryzen 7 9800HX3D gaming laptop CPU for CES 2027 reveal" title="AMD preparing 8-core Ryzen 7 9800…

AMD Radeon RX 9050 launches at $279 in Asia-Pacific, Japan and Latin America

  • Subreddit: r/Amd
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/rcJmkZQSnVXTN3pp6tIrfYquYObMmoBLuyQt-_w2t8M.jpeg?width=640&crop=smart&auto=webp&s=28ac692e0860fd9a45f44b62a80883c14c2b127c" alt="AMD Radeon RX 9050 launches at $279 in Asia-Pacific, Japan and Latin America" title="AMD Radeon RX 9050 launche…

AMD reveals EPYC Venice layout with 256 Zen 6c cores and two I/O dies

  • Subreddit: r/Amd
  • Bot probability: Low (10%)
  • Snippet: <img src="https://external-preview.redd.it/2gq6_YRHKP0pAM9LZEiLwM8Uf_OdE_yT3LTIhFdhTcY.jpeg?width=640&crop=smart&auto=webp&s=018e2edbbd4b64c3adf0e1f1c10dffefee423982" alt="AMD reveals EPYC Venice layout with 256 Zen 6c cores and two I/O dies" title="AMD reveals EPYC Venice layout with …

AMD Ryzen 9 9900X drops to $273, free 240mm AIO still included

  • Subreddit: r/Amd
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/_dd9abF6iEaxhc4Gt8JGbxr-XYtg9Yxpg9efwFlat9I.jpeg?width=640&crop=smart&auto=webp&s=6e56c20e75e40a46a76571f4f52389a509b65cde" alt="AMD Ryzen 9 9900X drops to $273, free 240mm AIO still included" title="AMD Ryzen 9 9900X drops to $273, free 240mm …

AMD Ryzen 9 9950X3D drops to all-time low of $569 at Amazon and Newegg

  • Subreddit: r/Amd
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/hzXqsbd1fQq_ZB7SlvETFaAxg2_VgxW-uKsvYGGjVWU.jpeg?width=640&crop=smart&auto=webp&s=f8d5b9257ac6751938262e2d31cbad032642d684" alt="AMD Ryzen 9 9950X3D drops to all-time low of $569 at Amazon and Newegg" title="AMD Ryzen 9 9950X3D drops to all-t…

AMD Software: Adrenalin Edition 26.7.1 Driver Release Notes

  • Subreddit: r/Amd
  • Bot probability: Medium (36%)
  • Snippet: <img src="https://external-preview.redd.it/VY-gY2HYKYcXNyATN6eFOZXOvhwsQtwwRY3tWSlZJMQ.jpeg?width=640&crop=smart&auto=webp&s=4a357f6c3df364a67592905ef31877200cf41a39" alt="AMD Software: Adrenalin Edition 26.7.1 Driver Release Notes" title="AMD Software: Adrenalin Edition 26.7.1 Driver Rele…

AMD Strix Halo with 32 GB RAM for $1899 - Asus ProArt PX13 2026 Convertible Review

  • Subreddit: r/Amd
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/8_OY7_dHKJ2lrj2p9ABAZsYeeoraNgVOdKZPT-p1ZcM.jpeg?width=640&crop=smart&auto=webp&s=38b06b05f755f9c7d1313fedba21f37d6ddef7c1" alt="AMD Strix Halo with 32 GB RAM for $1899 - Asus ProArt PX13 2026 Convertible Review" title="AMD Strix Halo with 32 GB …

ASRock unveils Radeon RX 9050 with 1024 cores and 8GB/4GB memory options

  • Subreddit: r/Amd
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/b1qGiJFFztuErmYNZqmjRpqTTKs1yH74Rb-1i3RoqO4.jpeg?width=640&crop=smart&auto=webp&s=9fad4602efc36d3a3205ed9548a7a9050788dbbe" alt="ASRock unveils Radeon RX 9050 with 1024 cores and 8GB/4GB memory options" title="ASRock unveils Radeon RX 9050 …

Framework previews Desktop with Ryzen AI Max+ PRO 495 and 192GB memory

  • Subreddit: r/Amd
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/92MvPVnLgCxWuC2wE3OQshhiDrMglqojrAOTAWyssmU.jpeg?width=640&crop=smart&auto=webp&s=54647a60c9198fd5cab49b2a6c87f74f7e9ec26c" alt="Framework previews Desktop with Ryzen AI Max+ PRO 495 and 192GB memory" title="Framework previews Desktop with R…

Geekbench 7 launches with Ryzen 7 7700 baseline, adds game physics, AV1 media and photo editing tests

  • Subreddit: r/Amd
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/AEAzWh76lbWO0nx38200eCHtq4FUWLh1WQldEEYn_Xo.jpeg?width=640&crop=smart&auto=webp&s=0bf0db3d0b65ebeb1cd60cf783a29358eb50c6d6" alt="Geekbench 7 launches with Ryzen 7 7700 baseline, adds game physics, AV1 media and photo editing tests" title="Gee…

Giving my AM4 system a second life.

  • Subreddit: r/Amd
  • Bot probability: Low (10%)
  • Snippet: I honestly tho…

MSI launches 4L Ryzen AI Max+ 395 desktop

  • Subreddit: r/Amd
  • Bot probability: Low (18%)
  • Snippet: sub…

PC Build Questions, Purchase Advice and Technical Support Megathread — Q3 2026 Edition

  • Subreddit: r/Amd
  • Bot probability: Low (20%)
  • Snippet: <img src="https://preview.redd.it/kfb16dg35iah1.png?width=140&height=86&auto=webp&s=4fbf9a1c88a3e53070d1a27d4ce85678b3277b72" alt="PC Build Questions, Purchase Advice and Technical Support Megathread — Q3 2026 Edition" title="PC Build Questions, Purchase Advice and Technical Support …

SAPPHIRE launches Radeon RX 9050 PULSE with 8GB memory and 100W TBP

  • Subreddit: r/Amd
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/sydF9Ua_cD431RQlYLtACKOnFWGq65rzJj9mHKuPRTA.jpeg?width=640&crop=smart&auto=webp&s=93653c7ff534705c0b6bdec74011332e400d4a0c" alt="SAPPHIRE launches Radeon RX 9050 PULSE with 8GB memory and 100W TBP" title="SAPPHIRE launches Radeon RX 9050 PULS…

👋 Welcome to r/arr - A Community Dedicated to the *Arr-Stack

  • Subreddit: r/arr
  • Bot probability: Low (10%)
  • Snippet: Hey everyone, and welcome aboard! 🏴‍☠️ This subreddit is being rebuilt from the ground up to become the main hub for everything related to the *arr-stack and home media automation. ⚓ What is the *Arr-Stack? For the uninitiated, the *arr-stack is a collection of programs that are designed to automate the management and download…

Ai arr?

  • Subreddit: r/arr
  • Bot probability: Low (30%)
  • Snippet: Anyone seen anything like this? I could see an ai arr llm bot being quite useful. “Fetch me upgrades of any classic animation releases in the past 4 years and upgrade any 720p to 1080p while while you’re at it.” submitted by /u/sychox51 <a href="https://www.reddit.com/r/ARR/comments…

All-in-one replacements for Radarr+Sonarr+Bazarr etc.

  • Subreddit: r/arr
  • Bot probability: Low (28%)
  • Snippet: Hi, I have been running full *arr stack for about 2 years. Recently i found some quite new all-in-one alternatives to some *arrs. The ones i found: https://github.com/maxdorninger/MediaManager https://github.com/MoldyTaint/Cinephage <a href="https://gi…

App like nzb360

  • Subreddit: r/arr
  • Bot probability: Low (5%)
  • Snippet: I've been using NZB360 for a while now. It's a great app, but one issue I have with it is that it's mainly designed for managing the server, rather than for other people who use my Jellyfin server. Is there an app similar to NZB360 that includes all its useful features, but is more focused on discovering new media? I tried vibe-coding something myself as a web app, but …

Arrs in WSL Containers

  • Subreddit: r/arr
  • Bot probability: Low (10%)
  • Snippet: TLDR: I (mostly) successfully set up Dispatcharr in a WSL Container without Docker Desktop. I'd like to see if there are other useful arrs that are already known to work well in WSLC. I've avoided arr apps that must be installed as a container because I've been unwilling to dedicate the system resources to Docker Desktop. I was looking into Dispatcharr again this weekend, and…

Audio/Language and formats

  • Subreddit: r/arr
  • Bot probability: Low (10%)
  • Snippet: Hey all! Working on a Jellyfin + Arr stack + Usenet setup for my folks and running into a couple of issues. First, I'm trying to prioritize downloads in English with a secondary option for Spanish audio or subtitles. Right now, it keeps grabbing files in Italian and other unintended languages. I tried using the custom format regex below, but it's not quite working: \b(…

Delete the oldest stuff i have watched in maintainerr when hdd is low

  • Subreddit: r/arr
  • Bot probability: Low (10%)
  • Snippet: Hi folks, I've installed Maintainerr, and I'd like it to automatically delete content when my available disk space drops below 100 GB. The idea is to delete the oldest items that I've both downloaded and already watched. I can see that Maintainerr has a lot of options, but I haven't figured out how to create a rule that does exactly this. Do you have any tips or …

Introducing: Atrium, an *arr media stack manager application.

  • Subreddit: r/arr
  • Bot probability: Low (26%)
  • Snippet: Hello Everyone My team and I have spent the last two months working on Atrium, a central courtyard for your self-hosted media stack. Since LunaSea was archived earlier this year, we decided to pick up where it left off with a brand new, Material 3 Flutter codebase built entirely around multi instance setups. <str…

Is there any way to integrate trakt lists to Seerr/Jellyfin?

  • Subreddit: r/arr
  • Bot probability: Low (28%)
  • Snippet: I've done a lot of searching and couldn't find anything that really meets what I need, so now I'm asking you all here. What I'm looking for, and I imagined it could be a Seerr feature (I've seen requests for that on their GitHub page, at least). I wanted a way to add my custom trakt lists to jellyfin, seerr or even radarr/sonarr, without requesting all the items. Ideally I wou…

My journey

  • Subreddit: r/arr
  • Bot probability: Low (10%)
  • Snippet: Lot to unpack here, here goes, journey from start to finish. Note, there is some NON arr info in here, but it feels needed to understand why I’m using arr. For the longest time I’ve been self hosting a homelab. Started with truenas back and forth and running nextcloud primarily. I’d give up on using things like nginx cause I had no idea how reverse proxying worked and that I’…

Mylar down?

  • Subreddit: r/arr
  • Bot probability: Low (10%)
  • Snippet: Been waiting to get around to adding Mylar to my arrstack and i just visited their website to find the documentation for the docker compose but looks like the website is down. Does anyone have the info for the docker compose yaml I need to get it started ? submitted by /u/xpmadmanqx <sp…

need assistance with an ollama issue

  • Subreddit: r/arr
  • Bot probability: Medium (38%)
  • Snippet: I am having an issue with Ollama, which is connected to an app called Suggestarr (found on GitHub). When the app runs its automated recommendations, Ollama consumes an incredible amount of system RAM. This causes my fygoo os nas system to crash completely, making it completely unresponsive and forcing a hard reboot as the only solution. Following online guides, I have configur…

QM is now Live! - 3.2k downloads since Friday the 3rd of July

  • Subreddit: r/arr
  • Bot probability: Low (10%)
  • Snippet: Featured on: - https://www.youtube.com/watch?v=pcVs7T1w4YM&t=3s - Self-Hosted Apps Worth Running Right Now - June 2026 After the beta, all your reports, and a lot of late nights, Quartermaster is now live on the App Store. A lot of it has been mixing this with work and development :D (dev as a …

Vaultarr — a self-hosted digital museum for your game collection (looking for feedback)

  • Subreddit: r/arr
  • Bot probability: Low (28%)
  • Snippet: https://preview.redd.it/yrnjzvy4iach1.png?width=2416&format=png&auto=webp&s=5edba0a768c03d56c0a64310c8d12e9f05e1e8a8 <a href="https://preview.redd.it/dqphyfu7iach1.png?width=2425&format=png&auto=webp&s=af6d1d53f0…

Where do you guys find indexers?

  • Subreddit: r/arr
  • Bot probability: Low (20%)
  • Snippet: Hi, I'm new here and in the process of building my ARR stack. I've had a plex server for a while but have been manually getting stuff from the public sites. All of this automation is new to me. I added the working indexers to prowlarr that don't have cloudflare bot protection and were public, but specifically for shows I've been unimpressed. Are there other indexers I can fin…

Academic Survey Employees working in Germany: Attitudes toward AI in the workplace (5–7 min)

  • Subreddit: r/artificial
  • Bot probability: Low (10%)
  • Snippet: Hi everyone! I'm conducting this survey as part of my Master's thesis and would greatly appreciate your participation. The research examines how employees' perceptions of HR practices relate to work engagement and innovativeness, and how attitudes toward the application of Artificial Intelligence in the workplace influence these relationships. <s…

1,178 employees of frontier AI companies have signed to "Pace the frontier AI development"

  • Subreddit: r/artificial
  • Bot probability: Low (10%)
  • Snippet: Pacing the Frontier A statement from 1,178 employees of frontier AI companies https://www.pacingthefrontier.com/ What do you think about this? Share your views. I'm conflicted. submitted by /u/insumanth <a href="h…

AI coding tools are saving me hours but I genuinely can't tell if I'm getting dumber

  • Subreddit: r/artificial
  • Bot probability: Low (10%)
  • Snippet: AI coding tools are saving me hours but I genuinely can't tell if I'm getting dumber Running a bootstrapped SaaS solo while also being home with a kid most of the day means my actual focused coding time is maybe 90 minutes if I'm lucky. So I leaned hard into Cursor and Claude to ship faster. And it's working, kind of. The thing I keep sitting with: I'm shipping features…

AI Companies Are Buying Antique Books, Ingesting Their Contents to Train Models, and Then Destroying Them at Incredible Scale, Even If Almost No Copies Remain

  • Subreddit: r/artificial
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/1zddYYgo2NVM1vK4xG_tLq8IR3sX4GaAnLPlm_fVP-s.jpeg?width=640&crop=smart&auto=webp&s=27831607b1f00495aac04854a8799c9bfd98f0cc" alt="AI Companies Are Buying Antique Books, Ingesting Their Contents to Train Models, and Then Destroying Them …

AI is helping investigators identify possible clues after a California backpacker vanished

  • Subreddit: r/artificial
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/03yOI4xyGQMuckVC8b13frJTywHq4hRoakLIWNMh9Bc.jpeg?width=640&crop=smart&auto=webp&s=6b0648579a793ede54f3da862f8b523815779fee" alt="AI is helping investigators identify possible clues after a California backpacker vanished" title="AI is hel…

AI research tools are still too eager to turn public signals into certainty

  • Subreddit: r/artificial
  • Bot probability: Low (20%)
  • Snippet: One thing I keep noticing with AI research tools: they’re very good at finding something interesting, but not always good at admitting when that “signal” is weak. I’ve been using Komo AI for company research, and the part I genuinely like is how quickly it can move from a company name to a compact packet of recent signals with the underlying sources kept close to the summary. …

AI tools for real estate lead gen actually work but nobody talks about the ugly tradeoffs

  • Subreddit: r/artificial
  • Bot probability: Low (30%)
  • Snippet: Been running AI on top of my real estate pipeline for a few months now. Pulling leads, qualifying them with automated followup sequences, generating property descriptions, drafting cold outreach. On paper it looks clean and efficient. The part nobody in the AI hype cycle mentions is the compliance layer. Real estate has actual regulations around communication, fair housing, an…

AI virus? Possible?

  • Subreddit: r/artificial
  • Bot probability: Low (18%)
  • Snippet: Can the world end terminator style — you know, a self-learning self-coding encrypting decrypting evolving virus that can end the world? scary to think submitted by /u/AOITOA [link] …

Anyone else hitting a wall with the "Day 2" side of shipping AI agents?

  • Subreddit: r/artificial
  • Bot probability: Medium (48%)
  • Snippet: For the last six months, our team was completely focused on agent logic, testing prompts, trying out different multi-agent frameworks and building nice flow charts in Python. Everything looked great in local demos and leadership was thrilled but as soon as we tried pushing these agents into actual production for client-facing workflows, the real pain started and it had almost nothing…

China's new challenge as natural disasters strike

  • Subreddit: r/artificial
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/UctTVCeVf8F4dLfXGcgHz9INDkiUuVVfTRc966wkoSU.png?width=640&crop=smart&auto=webp&s=d9ae95ae3d33f2d29a63bda560f969e05de8f310" alt="China's new challenge as natural disasters strike" title="China's new challenge as natural disasters strik…

Godel and the Limits of LLM Reachable Intelligence

  • Subreddit: r/artificial
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/HrJv5HRiFCxK1i7yaa7WCj9HtriqsbbwzJM8q6vEB_I.png?width=640&crop=smart&auto=webp&s=63e08590fda0c03e6fc7e792263e387f4d57b58d" alt="Godel and the Limits of LLM Reachable Intelligence" title="Godel and the Limits of LLM Reachable Intelli…

Human Centipad

  • Subreddit: r/artificial
  • Bot probability: Low (18%)
  • Snippet: if the top AI minds blow it and can’t control AI and it decides to go rogue against humans, what top AI figures should be involved in the human centipad and in what order? submitted by /u/Professional_Oil8427 <a href="https://www.reddit.com/r/artificial/comments/1v9g67t/h…

I tested Firecrawl, Exa, Parallel and Claude Search on SimpleQA. Here’s what scored best

  • Subreddit: r/artificial
  • Bot probability: Low (5%)
  • Snippet: <img src="https://preview.redd.it/knf51m4v3yfh1.png?width=640&crop=smart&auto=webp&s=2812fb248e6ee9a2192fd831ddb69cbdfa3202e4" alt="I tested Firecrawl, Exa, Parallel and Claude Search on SimpleQA. Here’s what scored best" title="I tested Firecrawl, Exa, Parallel and Claude Se…

PewDiePie’s AI Experiment Is What Software Development Looks Like Now

  • Subreddit: r/artificial
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/-Ewy-5oKE1Sj0zhF13yvv3pbQt4Ha_c64JSUMz2tc8A.jpeg?width=640&crop=smart&auto=webp&s=0803672467de5d9f5160f058358d5a297205ee25" alt="PewDiePie’s AI Experiment Is What Software Development Looks Like Now" title="PewDiePie’s AI Experiment Is What …

Private Claude chats exposed on Google search results

  • Subreddit: r/artificial
  • Bot probability: Low (10%)
  • Snippet: <img src="https://external-preview.redd.it/PKWxSarxSLdolByOCp2DfojX2Mc-vCDsqs_DtqsR3B0.jpeg?width=640&crop=smart&auto=webp&s=0265b7c3b297cde6fe44855b91b8f294feaed183" alt="Private Claude chats exposed on Google search results" title="Private Claude chats exposed on Google search …

Scanned 5 DTC Brands in 50 Seconds. None of Them Are Ready for AI Shopping Agents.

  • Subreddit: r/artificial
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/-wIDpLQFwJkN3Ty-lALb1K_lbpHjLB1qChmBHuv7Lak.png?width=140&height=70&auto=webp&s=15605ae8e08411677de8fad7705e6cb0691ce176" alt="Scanned 5 DTC Brands in 50 Seconds. None of Them Are Ready for AI Shopping Agents." title="Scanned 5 DTC Bra…

The More AI Thinks, the More Leadership Matters

  • Subreddit: r/artificial
  • Bot probability: Low (18%)
  • Snippet:

The world's best mathematician won his prize this week and immediately announced he's leaving academia for OpenAI. That landed differently than I expected.

  • Subreddit: r/artificial
  • Bot probability: Low (5%)
  • Snippet: I've been thinking about this one all weekend and I keep coming back to the same thing. Jacob Tsimerman just won the Fields Medal. If you're not familiar, it's the highest honor in mathematics, only awarded every four years, roughly the Nobel Prize of the field. He got it for solving a problem that had been open for nearly 40 years. And then, at the press conference, on…

Trying to find the way

  • Subreddit: r/artificial
  • Bot probability: Low (5%)
  • Snippet: I think I’m close to my “this is the way” moment with local AI and agents. I’ve been learning a lot in my free time, but I’m not a developer by any means. Here’s where I’ve landed: Two machines. An always-on server (Ubuntu or Proxmox) an old gaming PC is great for this, and a portable daily driver for learning and building. Rent it or build it, whatever works financia…

Using Claude Mythos Preview, researchers at Anthropic have discovered improved ways to attack cryptographic algorithms (the mathematical methods used to keep online data private)

  • Subreddit: r/artificial
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/USsEr81T7tF0aI9oNoP0K-OrNF3HJhsCbTXK7cgeiAE.png?width=640&crop=smart&auto=webp&s=9df9ff9c6956cb8a6350bd87170c0fd9f3a5d0cb" alt="Using Claude Mythos Preview, researchers at Anthropic have discovered improved ways to attack cryptographic algo…

We built a self-hostable agentic AI + BI platform — agents, multi-agent swarms, RAG, dashboards, notebooks, all on your own keys

  • Subreddit: r/artificial
  • Bot probability: Low (18%)
  • Snippet: <img src="https://preview.redd.it/v4vae56h81gh1.png?width=640&crop=smart&auto=webp&s=6c27faf9b085a57c324f639791baeb861eda99cb" alt="We built a self-hostable agentic AI + BI platform — agents, multi-agent swarms, RAG, dashboards, notebooks, all on your own keys" title="We built a…

What the Fire-Bellied Toad Can Teach Us About AI

  • Subreddit: r/artificial
  • Bot probability: Low (5%)
  • Snippet: When Understanding Matters More Than Elimination The Oriental fire-bellied toad (Bombina orientalis) did not become an important ecological lesson because it was dangerous. It became one because it reminded us that understanding can sometimes protect better than elimination. For a long time, these frogs coexisted with the chytrid fungus (Batrachochytriu…

Why AI companies want to scare you: 'We immediately think of The Terminator'

  • Subreddit: r/artificial
  • Bot probability: Low (20%)
  • Snippet: The following is translated from a Dutch news site... The doomsday scenarios regarding artificial intelligence vary: you lose your job, everything will soon be hacked, or humanity will be destroyed. But they share the same goal: to convince you that AI is so powerful that you should be a little afraid of it. Large AI companies love to tell you how dangerous their lates…

Will AI literacy become a basic workplace skill?

  • Subreddit: r/artificial
  • Bot probability: Low (10%)
  • Snippet: A few years ago, knowing how to use a computer was a big advantage. Today, it’s expected. I feel AI might follow a similar path. Knowing how to use AI tools effectively could become a basic skill across many jobs. Not everyone needs to build AI models but understanding how to use them, verify outputs and improve workflows might become important. Do you think AI s…

10 of my favourite photos from Kaunas Airshow 2026

  • Subreddit: r/aviation
  • Bot probability: Low (10%)
  • Snippet: submitted b…

2026: Updated Rules on Politics

  • Subreddit: r/aviation
  • Bot probability: Low (10%)
  • Snippet: OUR RULES ON POLITICS: 2026 IF YOU DO NOT READ THIS POST, YOU RISK BEING BANNED r/aviation is an aviation-focused subreddit. All political discussion must be directly related to aviation. Again, all political discussion must be directly related to aviation. If it does not clearly connect to aviation, it will be removed.…

A350-1000ULR has landed after a flight time of 24 hours and 23 minutes from Melbourne to Toulouse. Does a flypast before touching down at Toulouse.

  • Subreddit: r/aviation
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/aDNtcnpkNnZ6eGZoMfkkh6hFKKXzyTl9ngVaeBF5SeWNeoGNwrY40FLfmx3q.png?width=640&crop=smart&auto=webp&s=f06f4127e78f3f7b8f6f92e337d59c77f10695a1" alt="A350-1000ULR has landed after a flight time of 24 hours and 23 minutes from Melbourne to To…

Ahmedabad tragedy: Supreme Court accepts pilot dad's plea not to make Air India crash report public.

  • Subreddit: r/aviation
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/zMPcMDeYyVx_hN9AoVHAUTaE5BzzN_QcUFtg-KrT_PA.jpeg?width=640&crop=smart&auto=webp&s=b6e966b4d87f9bc8018ee004c0c07fb127d9a773" alt="Ahmedabad tragedy: Supreme Court accepts pilot dad's plea not to make Air India crash report public." title="A…

American Airlines Ground Stop Nationwide

  • Subreddit: r/aviation
  • Bot probability: Low (18%)
  • Snippet: Heard from ATC submitted by /u/Ok_Anybody8281 [link] <a href="https://www.reddit.com/r/aviation/comments/1v9dfra/american_airlines_ground_stop_nationwid…

Anyone know what’s happing in DFW?

  • Subreddit: r/aviation
  • Bot probability: Low (10%)
  • Snippet: All planes were told to deplane…

Boeing accused of using 'scrapped parts' on planes in bombshell doc | Exclusive

  • Subreddit: r/aviation
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/d9cgHm8k0-HCe9WqLP0hTW_OZCtqit-z1d_yUC1uHYs.jpeg?width=640&crop=smart&auto=webp&s=e2edde91fc41684b2c92de60fc756fe4d9470b8a" alt="Boeing accused of using 'scrapped parts' on planes in bombshell doc | Exclusive" title="Boeing accused of u…

Chinese C919 jetliner engine spotted in tests on Y-20 aircraft

  • Subreddit: r/aviation
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/0yh9-uUdt5hEX7yIf4qtfknB0DiV0Ak9HRjOBL0uQi0.jpeg?width=640&crop=smart&auto=webp&s=c2fdfd6883fb3a2c2ccab529fc1c560d5d09ec13" alt="Chinese C919 jetliner engine spotted in tests on Y-20 aircraft" title="Chinese C919 jetliner engine spotted…

Does anyone have more info about this antique aircraft clock?

  • Subreddit: r/aviation
  • Bot probability: Low (10%)
  • Snippet: <img src="https://preview.redd.it/9ozxtnbr83gh1.jpg?width=140&height=140&crop=1:1,smart&auto=webp&s=2f7d96cc53e2b90aeef9efe1629e3d6fd705c1c2" alt="Does anyone have more info about this antique aircraft clock?" title="Does anyone have more info about this antique aircraft clock?…

Fastest Commercially Ownable (non-military/experimental) Prop Aircraft

  • Subreddit: r/aviation
  • Bot probability: Low (10%)
  • Snippet: Pretty much the title. I do not know much about how the different Turboprop/piston works, but I am looking for something that most people would see and say "That is a propeller plane" Thanks in advance. submitted by /u/Green-Necessary-5332 <a href="https://www.reddit.com/…

Flaps extended while parked

  • Subreddit: r/aviation
  • Bot probability: Low (10%)
  • Snippet: Ciao, Currently sitting a…

Got a video of UPS throttling up for a go around at San Diego Air & Space

  • Subreddit: r/aviation
  • Bot probability: Low (10%)
  • Snippet: <img src="https://external-preview.redd.it/b2J3MncwamwxM2doMXyz39f5BAES6DfQSHcBm4c-in1w-Xobr14hJjXHCmxG.png?width=640&crop=smart&auto=webp&s=18188868befcf12951c05879a0307e2c95be6eef" alt="Got a video of UPS throttling up for a go around at San Diego Air & Space" title="Got a…

Got to see a pair of CL-415 Bombardiers fighting a nearby wildfire in Oregon

  • Subreddit: r/aviation
  • Bot probability: Low (10%)
  • Snippet: <img src="https://external-preview.redd.it/ZzRuaHRidGFtMWdoMbJHojBwWNH4NQdD6qFNFdEzPVpahi_vpA0V1dvajiyu.png?width=320&crop=smart&auto=webp&s=00052b78ab77013f13a4d4f1030645f43886258c" alt="Got to see a pair of CL-415 Bombardiers fighting a nearby wildfire in Oregon" title="Got t…

Great State of Maine Air Show 2026

  • Subreddit: r/aviation
  • Bot probability: Low (10%)
  • Snippet: A few of my favorite pics of Mi…

How high do you have to be to think this reasonable

  • Subreddit: r/aviation
  • Bot probability: Low (10%)
  • Snippet: submitted by &#32…

Introducing "Seatbelts Fastened" Mode

  • Subreddit: r/aviation
  • Bot probability: Low (5%)
  • Snippet: Hi r/aviation community, Recently, we’ve seen an increase in political and uncivil comments across several threads, particularly on posts involving aircraft associated with government officials. This has led to more removals and bans under Reddit’s sitewide rules, and we want to reverse that trend. To help address this, w…

LAX - Caught the best A330 landing at golden hour (surprise at the end)

  • Subreddit: r/aviation
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/ajhrMTRxejhtM2doMcuW2j3PQZR9TJfbqyEYxwnHPPRFJteZEA710exxYsaW.png?width=640&crop=smart&auto=webp&s=6383bb392f267e668ebf7222780b9a73d8d0b960" alt="LAX - Caught the best A330 landing at golden hour (surprise at the end)" title="LAX - Caught…

Maho Beach, SXM A330-200 🏝️✈️

  • Subreddit: r/aviation
  • Bot probability: Low (10%)
  • Snippet: Air France A330-200 F-GZCO skimming over the turq…

Picked up this binder at Oshkosh with a bunch of art of the v22 osprey, can’t find some of this art anywhere online

  • Subreddit: r/aviation
  • Bot probability: Low (10%)
  • Snippet: <img src="https://preview.redd.it/vwcivfunf2gh1.jpg?width=140&height=140&crop=1:1,smart&auto=webp&s=3ef558971fd21e5ac697bf57c2a348d07ba1196a" alt="Picked up this binder at Oshkosh with a bunch of art of the v22 osprey, can’t find some of this art anywhere online" title="Pick…

RP-C3512, Philippine Airlines' 3rd Airbus A350-1000, landing in Manila on its delivery flight.

  • Subreddit: r/aviation
  • Bot probability: Low (18%)
  • Snippet: <img src="https://preview.redd.it/8n5hh0c1t2gh1.jpg?width=140&height=64&auto=webp&s=e059ca6d1f06777ea4ab57417bae1c398ff55b5e" alt="RP-C3512, Philippine Airlines' 3rd Airbus A350-1000, landing in Manila on its delivery flight." title="RP-C3512, Philippine Airlines' 3rd Airbus A350…

S. Korea formally completes development of homegrown KF-21 fighter jet

  • Subreddit: r/aviation
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/OWCzQKJygiMRw9mavIyxXbMUkiDmvwYlV3EQRsiWKOU.jpeg?width=640&crop=smart&auto=webp&s=9fd6ba5dc44ba6aa008cfabc31e2554dec317506" alt="S. Korea formally completes development of homegrown KF-21 fighter jet" title="S. Korea formally completes develop…

Sonic boom from a F-18.

  • Subreddit: r/aviation
  • Bot probability: Low (10%)
  • Snippet: I recorde…

Spanish aerial firefighters from the 43rd Air Force Group resupply their Canadair with water in the Port of Malaga

  • Subreddit: r/aviation
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/YXN0OXYzZDA5MWdoMR_C3pqXRKsdzIfhAVgoDSRkd5UWiig1od90Gu8N9-mV.png?width=640&crop=smart&auto=webp&s=305aa6e917f7c8a5e99a3a8928e4c8c2de417746" alt="Spanish aerial firefighters from the 43rd Air Force Group resupply their Canadair with water i…

The FAA said that seats on hundreds of Boeing 737 MAX jets registered in the US were incorrectly installed and need to be fixed. If not, the seats could injure passengers during an emergency landing.

  • Subreddit: r/aviation
  • Bot probability: Low (10%)
  • Snippet: <img src="https://preview.redd.it/r12xuncxnwfh1.jpeg?width=640&crop=smart&auto=webp&s=783e777969bb643c2973a6dad618d16f2625f700" alt="The FAA said that seats on hundreds of Boeing 737 MAX jets registered in the US were incorrectly installed and need to be fixed. If not, the seat…

What Are The Zig-Zag Parts On The Top Of An F-22 Raptor?

  • Subreddit: r/aviation
  • Bot probability: Low (10%)
  • Snippet: <!-- SC…

AI Engineer Roadmap

  • Subreddit: r/aws
  • Bot probability: Low (10%)
  • Snippet: Hello everyone, I am looking to pivot to AI engineering and currently exploring roadmaps to get in the industry. I stumbled upon this Medium article sharing a 4-step roadmap to AI Engineering. https://medium.com/@anubhavgoyal101/c80bd754c753 To the AI engineers out there. Is this an ideal roadm…

AWS Activate Founders credits -application rejected

  • Subreddit: r/aws
  • Bot probability: Low (10%)
  • Snippet: The status of my application is "rejected." The reason given is that the email address listed in my account is with a free service. But I provided my work email address on my own domain. Is this some kind of joke from AWS? submitted by /u/AppropriateBoard8397 <a href="ht…

Aws link does not load

  • Subreddit: r/aws
  • Bot probability: Low (5%)
  • Snippet: For the information i am a beginner and it is my first time using aws. So for my project i used elastic beanstalk. So the problem is i deployed my project with no health issues, and the link only runs locally and not on other devices. When i checked my logs it also said app is running successfully, but when i asked ai, it said it might be some security issues Does anyone have…

CDK: Pipeline doesn't seem to wait for lambda to be finished despite specified dependency

  • Subreddit: r/aws
  • Bot probability: Low (10%)
  • Snippet: I have some CDK set up to define a lambda and then I have some code pipeline code to deploy it. However, the deployment phase keeps failing saying the function doesn't exist. If I manually try that phase again in the console, it works fine. The dependency I added doesn't seem to do any good. The code looks like `` const myFunc = new lambda.Function(this, "MyFunc", { code: lambd…

CloudFront and API

  • Subreddit: r/aws
  • Bot probability: Low (10%)
  • Snippet: What is the best practices, reasons to do or not to do. Is it good idea to put API behind CloudFront or just use ALB. I used to use CloudFront infront to ALB to use api in path (/api) rather than subdomain but this caused me few issues, such as; Hosting SPA on S3 causes paths to return 404/403 and forces me to redirect those status codes to index.html with status…

How long for support reply/assignment?

  • Subreddit: r/aws
  • Bot probability: Low (30%)
  • Snippet: I work in AWS occasionally for clients - very basic stuff - simple S3/EC2 work. Had a client sign up for a new account recently and they started to do some s3 transfers off platform, incurring ~4k or so in egress fees (unexpected to them). I submitted a support request to see if there could be any amount of courtesy credits applied to the mistake - they realized pretty quickly what t…

If you deployed your own AWS account and you're not a security person, you probably have blind spots you don't know about.

  • Subreddit: r/aws
  • Bot probability: Low (28%)
  • Snippet: Not a sales post, genuinely curious how common this actually is. A lot of solo and small-team founders end up being the ones who set up their own cloud infrastructure!! not because they're security experts, but because there's no one else around to do it. I did the same thing, and while learning cybersecurity properly (separate from my actual business), I found real, would've-been-em…

Is admin access the problem I think it is?

  • Subreddit: r/aws
  • Bot probability: Low (20%)
  • Snippet: I've been using AWS for ~15 years.. I've worked at all sorts of levels from quite junior right up to running the entire cloud platform. One problem I have seen time and again is that staff are often granted crazily excessive permissions. The two ways I have seen this play out is: - startup gives everyone admin, because hey - we're all trustworthy, right? …

My friend only got 20$ of Free Credits on Signup. Why?

  • Subreddit: r/aws
  • Bot probability: Low (10%)
  • Snippet: So my Friend is from India and he set up an AWS account using Upi Autopay. When first setup was complete, he turned off Autopay. The 100$ free credits were present and credited into his account. But he could not access services as AWS asked to complete account details. So he reconnected his UPI but after doing so His Credits now show as 20$. He did not use any se…

Optimizing S3 Storage Classes?

  • Subreddit: r/aws
  • Bot probability: Low (10%)
  • Snippet: So, the gist of storage classes is that: standard --> high storage costs, low data retrieval costs standard-IA, Glacier Instant Retrieval --> low storage costs, high retrieval costs So, in order to choose the optimal tier for a particular object I would have to know its size and data access pattern. The object size is easy enough, but the first catc…

Pathetic support for OS LLM

  • Subreddit: r/aws
  • Bot probability: Low (10%)
  • Snippet: Little rant here on how corporations protect their buddies. You can’t get any new OS llm in bedrock. Only some old unreliable shit which also have poor price/performance ratio. But what you can get here is freshest Antropics models. Because they are partners and AWS serving their models. Currently you have many options from OS LLM which are very close (GLM-5.2, DS4 Pro, Mimo-…

Seeking Advice: AWS Developer Associate or AWS SAP?

  • Subreddit: r/aws
  • Bot probability: Low (5%)
  • Snippet: Hello everyone! I would like to hear your thoughts and experiences. I already have the AWS SAA certification and was planning to take the Developer Associate exam. I don’t have much experience in AWS domain but Do you think I should go for the Developer Associate or should I prepare for the AWS SAP exam? How was your experience to clear AWS SAP exam? I would really apprecia…

The reconnect storm that never touched the broker

  • Subreddit: r/aws
  • Bot probability: Low (5%)
  • Snippet: There's a particular kind of 2 a.m. that only happens in fleet IoT. A slice of your devices — a few thousand of them — drop off the network at once. Bad uplink, a segment of the field going dark; the reason doesn't matter. Minutes later they all come back. And here's the part that surprised me the first time it happened: the managed broker didn't blink. No connection ceiling hit, no …

Udacity NanoDegreee for AWS AI Programmer

  • Subreddit: r/aws
  • Bot probability: Low (10%)
  • Snippet: Hey Everyone, Excited to share that I've been selected for the sponsership enrollment of AWS AI & ML Scholars Future AWS AI Programmer. Delighted to start my jouney on this and let's see where it takes me in my career growth. Do we have anyone else who's are a part of this programme? <a href="https://preview.redd.it/43eldlpeu0gh1.png?width=881&f…

Build Help ₹2.4L future-proof 1440p gaming + streaming + editing PC. saving in stages starting Nov 2026, is this plan actually sound? (TL;DR in the end)

  • Subreddit: r/buildapc
  • Bot probability: Low (18%)
  • Snippet: Hey folks. Middle-Class Gamer & Corporate Mazdoor here. That is why I am trying to plan my PC build months in advance. I would love a sanity check on my entire plan before I commit. I am hoping to get feedback on the parts, my timing, and a buying strategy I put together. My Context: I start earning in this November 2026. I plan to save around ₹15,000 a month specifically …

9900x for $280 or 9800x3d for $420?

  • Subreddit: r/buildapc
  • Bot probability: Low (10%)
  • Snippet: I'm looking to upgrade from my 7600x mainly because I want to get into photography, 3D printing ,and video editing in 4k. I just saw these are on sale right now and was wondering if the 9800x3d is worth the $140ish difference from the 9900x. I guess I'm just looking for reasons to get the best of the best gaming CPU, but if it is not necessary at all then I think the 9900x sounds lik…

best budget video card for a 1080p upgrade what would you choose?

  • Subreddit: r/buildapc
  • Bot probability: Low (10%)
  • Snippet: Hey y'all! I am upgrading an older desktop instead of building from scratch. I have about $250 set aside for the graphics card, I'm in Canada, and I mainly play games like Helldivers 2, Rocket League, and Baldur's Gate 3 at 1080p. Everything else in the PC is still working well, so I just want the GPU to last me a few more years. would you still consider the same options peopl…

Best Sub $600 GPU (Specs Included)

  • Subreddit: r/buildapc
  • Bot probability: Low (10%)
  • Snippet: Looking to upgrade my GPU and would really appreciate your feedback! Thanks in advance! ——— Current GPU: 3050 🤮 Budget: $600 (Would rather stay around $450-$500) Resolution: 1440p with 4K on less demanding games Specs: 32GB DDR5, Intel 265kf, 750w PSU submitted by <a href="https://www.reddit.com/user/Artistic-Le…

Effective PC Fans

  • Subreddit: r/buildapc
  • Bot probability: Low (5%)
  • Snippet: I have a Lian Li Lancool 207. Question is how am I better off while considering buget, I am not a huge rgb fan, but I like to see my pc components at night. Currently I am running stock setup (2x 140 argb front, 2x non rgb bottom intakes). My problem which triggered that I want to change it is that stock fans have a weird humming noise(if u google this case +humming n…

Future proof "affordable" upgrade for 1440p gaming?

  • Subreddit: r/buildapc
  • Bot probability: Low (5%)
  • Snippet: Here is my PC build: AMD Ryzen 5 7600x, RTX 5060 8gb, 32gb 6400mhz cl38, MSI Pro B650-S WiFi ATX AM5, 1440p 200hz monitor, 850W PSU. This was my first ever PC build almost a year ago now (the fact that it is my first build kind of shows). The 5060 is a pretty big bottleneck, and since I mostly play at 1440p, I was thinking of upgrading to a solid 1440p card. While I h…

Gpu question

  • Subreddit: r/buildapc
  • Bot probability: Low (5%)
  • Snippet: Can anyone tell me why my ASRock RX 7900 XT, which I bought for around $900 a couple of years ago, is now selling for over $1,200, while other 7900 xt are still around $900? Link to gpu below https://www.newegg.com/asrock-phantom-gaming-rx790…

Have a 6750xt, should I upgrade?

  • Subreddit: r/buildapc
  • Bot probability: Low (5%)
  • Snippet: Hi, As mentioned I've currently got a 6750xt that has done me quite well over 3-4 years now. I've had a good time at 1440p mostly playing 60fps I'm thinking of upgrading to a 9070xt but I'm mixed The main reason I'm interested is because the price was a lot lower then what I thought it would be currently and fits in budgets I know new car…

How long is AM4 going to be viable?

  • Subreddit: r/buildapc
  • Bot probability: Low (10%)
  • Snippet: I have a couple of AM4 PCs that I use for gaming and productivity (some C# development on Visual Studio, Docker and VMs from time to time, WSL consistently) and that I have upgraded piecemeal over the years. I did not make the transition to AM5 when it first came out due to a combination of higher DDR5 prices (sigh) and the reliability/failure issues of the platform at the tim…

How much ssd storage do I actually need?

  • Subreddit: r/buildapc
  • Bot probability: Low (5%)
  • Snippet: Hi! I’m an almost complete beginner when it comes to pc building and i’ve been looking around at some different parts as I’m interested in trying to build a budget friendly”ish” pc. I mainly play planet zoo (hoping planet zoo 2), modded minecraft, resident evil games, life sims and management games, and am hoping to expand to some new games as well. My issue as well as many other peo…

Looking for upgrade recommendations

  • Subreddit: r/buildapc
  • Bot probability: Low (10%)
  • Snippet: As the cost of pc parts continues to rise, I’m hoping to upgrade parts from my pc, here are my current specs. This was my first time building a pc and I basically just followed videos the whole time so I don’t really know the ideal way to go about upgrading :,) MSI B850 Gaming Pro Wifi6E AMD Ryzen 7 7700X ASRock Challenger Radeon RX 7600 8GB Corsair Vengean…

Need advice: Ryzen 7 9800X3D or 7800X3D for my games?

  • Subreddit: r/buildapc
  • Bot probability: Low (5%)
  • Snippet: Hi, I’m building a new gaming PC and I need some advice about the CPU. I’m upgrading from an Intel i5-10400F + RTX 3060. My games: Arma 3 / Arma Reforger Arma 4 (when released) Squad Battlefield 6 War Thunder World of Tanks Hearts of Iron IV Euro Truck Simulator 2 Forza Horizon 6 Helldivers 2 Valheim Total War: Warham…

Right time to upgrade?

  • Subreddit: r/buildapc
  • Bot probability: Low (5%)
  • Snippet: Hi, I currently have a build that’s semi ish last gen. Currently I’ve got: AMD Ryzen 5700X3D Gigabyte OC 9070XT (OC) 32GB (8x4) DDR4 RAM at 3200Mhz but overclockable to 3600 My main question is, I notice on a fair few games that my cpu seems to be a bit of a bottleneck (alongside the old DDR4 RAM) and my question is, is an upgrade to AM5 viable or best …

Simple Questions - July 28, 2026

  • Subreddit: r/buildapc
  • Bot probability: Low (5%)
  • Snippet: This thread is for simple questions that don't warrant their own thread (although we strongly suggest checking the sidebar and the wiki before posting!). Please don't post involved questions that are better suited to a [Build Help], [<a href="htt…

Trying to upgrade my PC to be better than my PS5?

  • Subreddit: r/buildapc
  • Bot probability: Low (5%)
  • Snippet: Hi, please forgive my ignorance to my own PC build, a former friend helped me build it cause I was clueless with everything. I am looking to move away from my PS5 to my PC full time and was wondering if anyone could tell me what (if any) upgrades I would need to run games at equivalent to the PS5 pro or the base PS5 at least as I am unsure if my build is even close to that. I …

12+ YOE in DevOps/SRE: Is Senior Solutions Architect the right next career move?

  • Subreddit: r/cloud
  • Bot probability: Low (5%)
  • Snippet: I've got around 12 years of experience across DevOps, SRE, and Infrastructure Engineering, and for my next career move I'm seriously considering switching into a Senior Solutions Architect role. I'd love to hear from anyone who's made a similar transition. How has it worked out for you? Any regrets or things you wish you had known beforehand? From what I've seen, compen…

5 months laid off, 524 applications, 2 offers, 1 accepted.

  • Subreddit: r/cloud
  • Bot probability: Low (5%)
  • Snippet: In February, I was told I'd be laid off in two weeks from my network engineering job. I'd been a network engineer for almost 4 years at a pretty large company, and although I genuinely loved the work, I didn't enjoy the physical side of it, carrying heavy equipment while suited up in safety gear across hot mills for issues and upgrades on the plant floor, driving to multiple sites th…

Career advice

  • Subreddit: r/cloud
  • Bot probability: Low (8%)
  • Snippet: submitted by /u/Deep-Summer9677 [link] [comments]

cloud engineer roadmap

  • Subreddit: r/cloud
  • Bot probability: Low (5%)
  • Snippet: Im currently a 3rd year computer science student, during my internship I had a task to program a scheduling system, I had to deal with DB, backend, frontend with no prior experience and with no human to guide me on how I should work or at least share their experiences. so I found myself vibe coding to make this website, but I learned how everything I was thought in uni works together…

cloud infrastructure deployment and management tip

  • Subreddit: r/cloud
  • Bot probability: Low (5%)
  • Snippet: My best friend works for German company that makes some kind of equipment for farmers, and they’ve only just decided to gradually start moving to cloud env (lol). Since he knows I’m developer, he asked me for advice on how to make the transition as smooth as possible and how to manage it afterward. But honestly not sure what to advice. As far as I know, they have abou…

I want to transition from an AppSec role to Cloud Security. How feasible is this and how should I study?

  • Subreddit: r/cloud
  • Bot probability: Low (5%)
  • Snippet: I just want to state, when I get assigned to projects or help builders secure their apps, of course this includes at least some exposure to cloud security because all apps live in the cloud. A lot of my time goes to threat modeling, secure code review, and helping apps find threats in their design. That said, I feel like my day-to-day is heavily weighted toward application-lay…

Is Azure automation cloud engineer job a dead end?

  • Subreddit: r/cloud
  • Bot probability: Low (18%)
  • Snippet: Azure automation cloud engineer in an internal IT / people technology team at a wellfunded tech company PowerShell, Graph API, some IaC, Entra/Intune workflows as a starter, if you have other backend engineering offers. Im worried that internal IT automation even with good pay, reads as enterprise IT on a CV and caps out earlier. submitted by &#…

KWS from BD

  • Subreddit: r/cloud
  • Bot probability: Low (5%)
  • Snippet: Note: This is another post from our community. It is not a promotional post and is 100% human-written. If you believe education and experimentation should be free and accessible to everyone, feel free to share this with your network. A year ago, BGCE Community set out with a simple goal: to build open-source products that are genuinely useful to people. Software engineers from…

LTAP explained

  • Subreddit: r/cloud
  • Bot probability: Low (10%)
  • Snippet: What exactly is the big news about LTAP? everyone is talking about it, but I am trying to understand exactly which use cases this new product is good for. submitted by /u/Beautiful-Egg-6665 [link]…

MCP for Apache Iceberg: How AI Agents Actually Operate a Data Lake

  • Subreddit: r/cloud
  • Bot probability: Low (18%)
  • Snippet: submitted by /u/codingdecently [link] [comments]

Network engineer journey to Cloud

  • Subreddit: r/cloud
  • Bot probability: Low (28%)
  • Snippet: Cloud engineers, wanted to get your experience... I'm a network engineer with 15 years of experience with all kinds of on-prem network technologies, from NX-OS, load balancers, proxies, VMware, ACI. I'm currently working with NSX and AVI LB for a major bank. But with the Broadcom aquisition, VMware/NSX doesn't seem so appealing anymore, VMware jobs are very rare. I feel that I'm a ni…

What security teas miss about cloud-native SD-WAN architecture

  • Subreddit: r/cloud
  • Bot probability: Low (10%)
  • Snippet: I did a security assessment for a logistics company last year about 110 sites, fully migrated to a cloud-native SD-WAN platform.. proud of the deployment. When I asked them to walk me through the access controls on their SD-WAN orchestrator...the answer was essentially "it's behind MFA." That was it. wow. i mean No privileged access workstation requirement, no just-in-time access mod…

AI Coding will Prevent Expertise | The need for ongoing friction in long-term skill formation.

  • Subreddit: r/coding
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/dSORJLzV7ITw4uvuHh6g1SY4sJRCzHPgXUgMfTcx3vo.jpeg?width=640&crop=smart&auto=webp&s=3fd9e0ee12853704e5554f953f21c99db5fd81fa" alt="AI Coding will Prevent Expertise | The need for ongoing friction in long-term skill formation." title="AI Coding…

Built this for myself but might help other coders with tracking multiple ai token/agent quotas right from mac menu bar - currently 7 services like Claude, Codex, GLM, DeepSeek etc, with AI usage, quotas and provider status, completely free and open source

  • Subreddit: r/coding
  • Bot probability: Low (26%)
  • Snippet: <img src="https://external-preview.redd.it/Waob5y0iiTQoHHKm-tzZcTDhTnOvgTvzb33gPDOlUK0.png?width=640&crop=smart&auto=webp&s=103f04229e9d72e10919b611083284f32a541073" alt="Built this for myself but might help other coders with tracking multiple ai token/agent quotas right from mac…

Email is crazy

  • Subreddit: r/coding
  • Bot probability: Low (18%)
  • Snippet: submitted by /u/fagnerbrack [link] [comments]

Extracting a query plan visualizer from a desktop app into an NPM package

  • Subreddit: r/coding
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/o279-0i2mSYbX6_nNIfN5PpVkUXpYeOH_4RBUFO65Lk.png?width=640&crop=smart&auto=webp&s=5ef9ec89437e35271c7fb328252611c9cc6edb70" alt="Extracting a query plan visualizer from a desktop app into an NPM package" title="Extracting a query plan vis…

I built a web-based code editor with AI generation baked directly into the editor - no plugins, no tab-switching. Here's what I learned.

  • Subreddit: r/coding
  • Bot probability: Low (28%)
  • Snippet: <img src="https://external-preview.redd.it/pSemrCqEDiFUltLqptUd1I-RvHzprr1JSwl0KJdTFAs.jpeg?width=640&crop=smart&auto=webp&s=f2efcd7366dc16d70f6d0813089cb1ed87f91d84" alt="I built a web-based code editor with AI generation baked directly into the editor - no plugins, no tab-switc…

No "I made a ____" posts. No AI slop posts. No advertising. No discord links. No surveys.

  • Subreddit: r/coding
  • Bot probability: Low (28%)
  • Snippet: Please abide by the rules. Message the moderators the word "tuna" if you actually read them and feel like your post was removed or you were banned in error. submitted by /u/tty2 …

Seeking people interested in Coffee to give quick feedback

  • Subreddit: r/coding
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/kWeVCNiei6cuBegWwLotL6Q-E1svQ2R5VwyNK_kiy94.png?width=640&crop=smart&auto=webp&s=647f45a5a103226141ab3b93453b2d4b8e14017e" alt="Seeking people interested in Coffee to give quick feedback" title="Seeking people interested in Coffee to giv…

The AI Productivity Illusion

  • Subreddit: r/coding
  • Bot probability: Low (18%)
  • Snippet: submitted by <a href="https://ww…

I can't find the plains biome, even though I'm at the scarlet bar. Can someone please help me?

  • Subreddit: r/CoreKeeper
  • Bot probability: Low (5%)
  • Snippet: CAN Someone help me ? submitted by /u/Mysterious_Ad_3668 [link] <a href="https://www.reddit.com/r/CoreKeeper/comments/1s7pioz/i_cant_find_th…

Looking for Endgame DPS Builds, currently using Mixed Ivy/Scarab build

  • Subreddit: r/CoreKeeper
  • Bot probability: Low (10%)
  • Snippet: I've been looking to optimize my DPS for Boss Figurine farming and this Ivy and Scarab combo build I created(?) has been my go-to and I haven't found any builds, melee/ranged only or mixed, that seem to do as much damage output as the build above. I've tried burn builds, Phantom Spark w/ Attack speed bonuses, Mining Damage bu…

You are in a wrong sub! Go to r/CoreKeeperGame

  • Subreddit: r/CoreKeeper
  • Bot probability: Low (18%)
  • Snippet: This subreddit has been archived to direct to the main one : r/CoreKeeperGame! Please head there for all Core Keeper related content! submitted by /u/AutoModerator <a href="https://www.reddit.com/r/CoreKeeper/comments/12lybez/you_are_in_a_w…

Agentic ai devops after a year

  • Subreddit: r/devops
  • Bot probability: Low (30%)
  • Snippet: we run a fairly boring b2b product, 20ish services, small platform team. a year ago management got excited about agentic ai devops and told us to "explore aggressively". so we did, and honestly most of it got thrown out what didnt stay: - ai generated terraform. we tried stackgen and messed around with facets too, the natural language to terraform thing is genuinely imp…

Automated my tech support / investigation workflow using CLI, MCPs, and custom subagents. Here is the architecture.

  • Subreddit: r/devops
  • Bot probability: Low (20%)
  • Snippet: Hey everyone, Quick workflow showcase/idea for anyone who gets enterprise access to AI CLIs at work (Gemini CLI, Claude Code, etc.) and still finds themselves manually jumping between tools during investigations or routine support tasks. I recently set up a workflow that basically turns my CLI into an automated agent that runs investigations for me. If …

Cloud Native Heidelberg Meetup: Kubernetes Platforms, CNCF Technologies and Kubernetes on Android

  • Subreddit: r/devops
  • Bot probability: Low (18%)
  • Snippet: Sharing this for anyone interested in platform engineering, Kubernetes and cloud-native technologies. Cloud Native Heidelberg is hosting a hybrid meetup covering: Lessons from five years of building and rebuilding Kubernetes platforms Building production-grade platforms using CNCF technologies Creating vendor-neutral platforms without hyperscaler…

DevOps in BigTech

  • Subreddit: r/devops
  • Bot probability: Low (10%)
  • Snippet: Hij, everyone. I work as a DevOps/SRE at a consultancy serving large companies and have about two years of experience. My goal is to join a Big Tech company in the coming years. In your opinion, what should I focus on from now on? What knowledge, technologies, or skills really make a difference for someone aiming to get into that kind of company? I’d especially lik…

Expectations from devops engineer with 3 YOE in USA

  • Subreddit: r/devops
  • Bot probability: Low (28%)
  • Snippet: Working as devops engineer from last 3 years in states, mostly work on windows stack, azure devops, yaml pipeline. Recently worked with setting up sonarqube & snyk for all teams & product across firm. Currently working in git migration and github actions. Planning to move back to india, what are the expectations for any senior roles as devops, cloud or platform engineer ? I k…

How did you actually get started with Kubernetes?

  • Subreddit: r/devops
  • Bot probability: Low (10%)
  • Snippet: I’m a junior DevOps engineer and I’ve never had the chance to use Kubernetes at work. I’d like to learn it, but almost every job posting I see asks for people who already have professional Kubernetes experience. So I’m wondering how you’re supposed to get past that first step when nobody wants to hire a beginner. How did you personally start working with Kubernetes? Did…

How GitHub gave every one of their 14,000+ repos a validated owner in 45 days

  • Subreddit: r/devops
  • Bot probability: Low (26%)
  • Snippet: This is a summary of their blog post on how they assigned owners to over 14,000 internal repos when as of early 2025, less than half had a clear owner. It became a problem during a secret-scanning remediation push. they could rotate a leaked secret, but without knowing who owned the repo, doing so was risky and there was no way to route the work. Their old model only tracked o…

is any one else bored of the various cloud providers. old man yells at clouds.

  • Subreddit: r/devops
  • Bot probability: Low (20%)
  • Snippet: Am I just an old man yelling at clouds, or has DevOps become incredibly boring? I know building technical solutions is not supposed to exist purely for my entertainment, but I do actually want to enjoy my job. I am not currently working as a DevOps engineer, and one of the reasons I moved toward development was that I became completely bored with modern…

Is prompt engineering still just a vibe check

  • Subreddit: r/devops
  • Bot probability: Low (20%)
  • Snippet: Bit of a venting session here, feel free to delete if not allowed on this sub, but, I feel like our monthly prompt review meetings have become a total headache. We spend way too much time arguing over a single freaking sentence which inevitably turns into a bit of a shouting match and then the loudest person in the room wins since we've all gotten exhausted. We then just ship it and …

NAT Gateway was costing us $3.8k/month and nobody noticed for 4 months - here's the CUR query that found it

  • Subreddit: r/devops
  • Bot probability: Low (5%)
  • Snippet: This is a writeup I probably should have done months ago. Sharing in case the query saves someone else from finding this the hard way. Background Standard multi-account setup: most compute in private subnets, NAT Gateways across a few regions. Production, staging, and a batch processing environment that we don't look at as carefully as production. AWS bill ha…

Need advice: Did I mess up my architecture? Also, Dokploy vs Coolify vs Komodo?

  • Subreddit: r/devops
  • Bot probability: Low (18%)
  • Snippet: Hi everyone, I'm looking for some honest feedback on my current self-hosted architecture. I have a feeling I may have made some poor design decisions, so I'd really appreciate suggestions on how to improve it. Here's my current setup on AWS: Frontend EC2: Two React applications (Admin & Tenant) deployed using a single Docker Compose file. Backend EC2: …

Need help regarding nfs-server service

  • Subreddit: r/devops
  • Bot probability: Low (5%)
  • Snippet: So let me tell the context first, I have an kubernetes environment for production, and for like shared storage solution, I have installed nfs-utils and use the nfs-server service. In my scenario I cannot use cloud as an option. And for long I have been using the nfs-server but I have been facing alot of issues with it. 1. On multiple occasions I found dead or queued nfs processe…

Passed CKA with 88%, sharing my prep notes and exam experience

  • Subreddit: r/devops
  • Bot probability: Low (18%)
  • Snippet:

PostPQC is going to become a certificate operations problem

  • Subreddit: r/devops
  • Bot probability: Low (5%)
  • Snippet: PQC is often discussed as a cryptography problem. I think the harder part may be operational finding every certificate, supporting larger keys and signatures, and getting themthrough the infrastructure around the service. As far as I can tell, the main reverse-proxy and load-balancer vendors are not supporting this properly yet. How are other teams approaching PQC readiness? H…

Should an AI security scanner be allowed to block CI, or only write a report?

  • Subreddit: r/devops
  • Bot probability: Low (30%)
  • Snippet: I’m trying to draw a line around automated security scans in CI. A read-only scan feels fine. If it finds a suspicious dependency, a broad permission, or a weird auth path, I want the report. I might even want it to draft a small PR. The part that makes me nervous is when the same worker can change CI rules, mark a PR as failing, or "fix" security-sensitive code without…

Transitioning from IT to DevOps

  • Subreddit: r/devops
  • Bot probability: Low (10%)
  • Snippet: Hello! I've been wanting to ask but the amount of "AI slop" comments has been making me second guess. Anyway. Just curious if I'm jumping in over my head. My background is 8 years in IT. Local MSP so small to medium businesses. Intune Administration for 15,000 devices, project engineer, SysAdmin, Veeam Engineer, basic networking, and a lot of helpdesk. Lots of resolvin…

What is the change frequency rate for your org? How many deployments do you do on a daily, weekly, or monthly basis?

  • Subreddit: r/devops
  • Bot probability: Low (10%)
  • Snippet: I have been bit hard in the past when joining an org that moved too slowly for my tastes. Took two weeks to get anything deployed, and if a deployment screwed up it was a rollback and two more weeks of waiting for a change request. I am very fond of this OG article about how quickly Etsy moved back in the da…

What makes test automation CI results trustworthy for devs

  • Subreddit: r/devops
  • Bot probability: Low (18%)
  • Snippet: Setting up test automation in CI is easy, making devs look at and trust the results is the hard part Coverage numbers that look great on paper but the team treats the test step like a formality because false positives trained them to ignore failures, its pavlovian at this point, test fails and everyone just hits retry without checking submitted by …

--env-file doesnt handle quotes in docker? OMG that is such a major bug

  • Subreddit: r/docker
  • Bot probability: Medium (36%)
  • Snippet: How come it is still not fixed? submitted by /u/PrestigiousZombie531 [link] <a href…

access denied error

  • Subreddit: r/docker
  • Bot probability: Low (5%)
  • Snippet: [Warning] Access denied for user 'user'@'localhost' (using password: YES) i have been working on a project where i need to link nginx,mariadb and wordpress together . wordpress depends on mariadb and nginx depends on wordpress . i keep getting this error , any ideas what it could be and how i can fix it ? i have tried so many things that i have lost track of …

Docker "Noob" trick for networking, GPU on Windows

  • Subreddit: r/docker
  • Bot probability: Low (10%)
  • Snippet: Here's what they don't tell you..... you need to enable networking for a container or provide access to the GPU at the command line. The window's app doesn't have a method to do this. (Or...someone prove me wrong) the Nvidia toolkit install procedures do work, but you need to start your container this way in WSL docker run --gpus all -p 8188:8188 image_name <!…

Docker community Slack invite

  • Subreddit: r/docker
  • Bot probability: Low (10%)
  • Snippet: Hello, how can I get an invite to the Docker community slack ? The official website has a short link https://dockr.ly/comm-slack which points to https://communityinviter.com/apps/dockercommunity/docker-community, which is dead since communityinviter change…

Docker Container

  • Subreddit: r/docker
  • Bot probability: Low (5%)
  • Snippet: Hi, maybe can someone help me to run zeppos and zeus in an docker enviroment. I tried running ubuntu and nodejs in dockerfile but i cant start the login. Its not possible to connect host and container. submitted by /u/serbweb3 <a href="https://www.reddit.com/r/docker/comments/1v3hhna…

Docker Desktop being deleted from macOS?

  • Subreddit: r/docker
  • Bot probability: Low (10%)
  • Snippet: First, I am installing it with Homebrew. Has anybody had issues with macOS just randomly up and deciding to delete Docker Desktop on its own. Perhaps something with Gatekeeper? This is strictly with my work macbook but have not seen this with my personal macbook. submitted by /u/…

Docker Desktop on Windows, how to backup and restore on Linux?

  • Subreddit: r/docker
  • Bot probability: Low (5%)
  • Snippet: Hello all! We are running Xibo signage on a Windows VM using Docker Desktop. We will be moving over to Proxmox soon and need to backup and restore this instance, preferably to a linux distro (ubuntu likely). I can't for the life of me figure out how to do this on Docker Desktop. Granted, I'm used to working in Unraid and proper containers, so the Docker Desktop interaface is a…

Docker RabbitMq4 Pull error

  • Subreddit: r/docker
  • Bot probability: Low (5%)
  • Snippet: Hi everyone, Actually I am having issues with doker desktop (win11), I am trying to run RabbitMQ4 using docker, but it is not able to download/pull the image. command - docker pull rabbitmq:4-management it starts with downloading the layers but then it suddenly stops with an error failed to copy: httpReadSeeker: failed open: failed to do request: Get <a href…

Docker requesting privileged access despite no container using privileged ports? (MacOS)

  • Subreddit: r/docker
  • Bot probability: Low (10%)
  • Snippet: I've been using Docker on Mac for years. Today, after restart, is spawned this popup: https://imgur.com/a/UiM4zA4 None of my containers use any privileged ports. Is this normal, or should I be concerned? Thanks submitted by <a href="https://www.reddit.com/user/Infinite1…

Docker Swarm with Traefik - Fails to use LetsEncrypt generated SSL cert

  • Subreddit: r/docker
  • Bot probability: Low (18%)
  • Snippet: Hi all, hope you're having a great summer. I'm tinkering with Docker Swarm as a complete newbie and self taught homelab hobbyist, and I was hoping you could help me out with an oddity I'm facing at the moment. I'm trying to deploy traefik as a centralized service on my home network, using Docker Swarm and an overlay docker network to discover services in other docker stacks th…

Has anyone come back to docker after using podman?

  • Subreddit: r/docker
  • Bot probability: Low (28%)
  • Snippet: When I built my new homelab server, I left off docker and went with podman. Now that I have used podman for 2 years, I find I want to go back to docker. Not that podman is a bad product. But using docker and compose files is far easier than using podman and kube files or quadlets. Has anyone dipped thier toes in the podman world and come back? <!-- SC_O…

Has the TanStack incident changed how you write Dockerfiles?

  • Subreddit: r/docker
  • Bot probability: Low (18%)
  • Snippet: The TanStack compromise showed that supply chain attacks aren't going away. What Dockerfile practices do you consider mandatory today that you wouldn't have cared about 3–5 years ago? youtu.be/KKRda0H4wTE submitted by /u/Bellsoftware <sp…

Help with DOCKER

  • Subreddit: r/docker
  • Bot probability: Low (20%)
  • Snippet: Hi everyone, I’m completely stuck and would really appreciate some help.pleaseeeeeeeeeeeee anyoneeeeeeee😭 I’ve been trying to fix this for the last 5–6 hours and have tried almost every suggestion I could find,usimg chatgpt claude.. # I’m currently learning Docker, and because of this issue I can’t continue learning.i neeed mysql image 😭 Problem: E…

how do I stop docker from disabling network access when the internet connection is not available?

  • Subreddit: r/docker
  • Bot probability: Low (5%)
  • Snippet: Hi! I got this small problem today when doing server maintenance on my homelab: I turned the server back on, but forgot to plug the ethernet back in. After plugging it in, I still couldn't connect to anything. After sshing into it I found that, although all the containers were running, none of them had internet access (Not only were there no ports under 'docker ps' , but 'dock…

How does Docker (the company) make money?

  • Subreddit: r/docker
  • Bot probability: Low (10%)
  • Snippet: A post with a similar title was made about six years ago. I’m wondering how much of that has changed or remains accurate. As a technology I love Docker, I’m worried about their longevity in a world where AI can seemingly do anything. submitted by <a href="https://www.reddit.com/user/userna…

How often does AI give you Docker commands or configs that don't even exist in the official documentation?

  • Subreddit: r/docker
  • Bot probability: Low (5%)
  • Snippet: I've used AI for Docker a lot lately, mostly for compose files, networking, volumes, containers, and other setup tasks. One thing that's been driving me crazy is how often it gives me commands or configs that look completely valid, but when I check the official Docker docs they're either outdated, wrong, or don't even exist there. A recent example was when I asked Gemin…

If I go distroless and can't exec in, how do you debug in prod?

  • Subreddit: r/docker
  • Bot probability: Low (10%)
  • Snippet: I'm trying to really understand the distroless tradeoff before I move our services over. I get the upside, way fewer packages and the scanner basically goes quiet. But then there's no shell, no package manager, sometimes not even the libc I expect. And when something breaks in prod at a bad hour, getting a shell in and poking around is pretty much what I do even if I'm not mea…

Need help with docker

  • Subreddit: r/docker
  • Bot probability: Low (5%)
  • Snippet: Docker image size question. Got it from 3.18GB down to 965MB by trimming requirements.txt. Turns out evidently was silently pulling in torch + nvidia-nccl — 300MB+ of GPU libs I don't even need for CPU inference lol. But 965MB still feels heavy for a FastAPI serving container. What am I missing? Things I haven't tried yet: → multi-stage build…

Question about Docker image layers sharing between separate Dockerfiles

  • Subreddit: r/docker
  • Bot probability: Low (5%)
  • Snippet: Hi everyone, I'm trying to understand how Docker image layers are stored and shared. Let's say I have two different microservices, each with its own Dockerfile: users-service/Dockerfile FROM ubuntu:22.04 COPY users-app /app/ orders-service/Dockerfile FROM ubuntu:22.04 COPY orders-app…

Rootless assistance

  • Subreddit: r/docker
  • Bot probability: Low (5%)
  • Snippet: Reddit I beg of your assistance again. I got rootless docker to work now, I just reinstalled docker entirely and now I was able to get rootless mode to work fine. Goal: have a playit tunnel running in one container, have a Minecraft server running in another container with docker in rootless mode 1) I have successfully done my goal above with docker being in root…

Several Ubuntu-based Docker images shrank by 40-80 % thanks to Chisel and Rockcraft

  • Subreddit: r/docker
  • Bot probability: Low (10%)
  • Snippet: "A hard transformation has arrived for several classic Ubuntu images on ECR and Docker Hub. The remaining old Docker images –Apache2, Nginx, Bind9, Memcached</…

Trilium and Docker Compose

  • Subreddit: r/docker
  • Bot probability: Low (18%)
  • Snippet: submitted by /u/K_Sqrd [link] [comments]

What's going on with Gordon Docker?

  • Subreddit: r/docker
  • Bot probability: Low (18%)
  • Snippet: Lately Gordon has been unusable. He doesn't follow the rules, the instructions, he does whatever he wants, he deletes files even entire containers even though he was clearly told not to delete anything. Even when doing a super simple task he goes into a loop and ruins everything. Before he was in the best agent, he solved everything immediately, now he ruins everything. <…

Why Docker GUI is faster on Mac than on Linux/WSL?

  • Subreddit: r/docker
  • Bot probability: Low (10%)
  • Snippet: Last month I switched my ecosystem to macOS (macbook neo) The first thing I realized was the speed and optimization Orbstack + Docker (mac) is much faster than Docker Desktop + Docker (also Podman Desktop + Docker/Podman) Podman Desktop app lacks so many essential features such as system monitoring, port click to open url support etc... I think it's becaus…

why sbx requires login?

  • Subreddit: r/docker
  • Bot probability: Low (10%)
  • Snippet: I was just curious if I'm the only one who doesn't like logging in to things that I expect running locally. Or does it need cloud resources? submitted by /u/jjmerino [link] <sp…

1.0 FAQ

  • Subreddit: r/Enshrouded
  • Bot probability: Medium (36%)
  • Snippet: Will be updating this regularly with the subs frequently asked questions. Please be aware any comments that are not questions will be removed. When? PC, PlayStation 5 (PS5) & PlayStation 5 Pro on October 15, 2026. Xbox Series X/S in spring 2027. Comment from community manager toast on discord on why Xbox is later: “Optimisation has …

1.0 Is Coming. Let’s Adventure!

  • Subreddit: r/Enshrouded
  • Bot probability: Low (10%)
  • Snippet: Looking for a couple people to do a start-…

Add more than one and less than all

  • Subreddit: r/Enshrouded
  • Bot probability: Low (10%)
  • Snippet: The game should change how we put things in the workstations from the magic chests. Let us choose how much we want in it with a similar system to the divide piles. Being the left 1 and the right all we have. submitted by /u/Rastboro <a href="https://www.reddit.com/r/Enshrouded/commen…

crash after exitting game

  • Subreddit: r/Enshrouded
  • Bot probability: Low (5%)
  • Snippet: Hello enshrouders, i encounter this error after exittin…

Dagger Ranger Build Tips?

  • Subreddit: r/Enshrouded
  • Bot probability: Low (10%)
  • Snippet: Second play through. First time I was a two-handed melee fighter with a massive axe. This time I wanted to try something different, so I started as Ranger dual wielding daggers. But I was pathetic and kept dying every melee encounter. Part of that is my style, which is too straight ahead and not sneaky enough. But for the moment I’ve reverted to a mass…

Enshrouded - Official Version 1.0 Release Date Trailer

  • Subreddit: r/Enshrouded
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/b5d3687vDTesVbTqNvLlFU9Jt9rgA5U1StrUQcBGtAE.jpeg?width=320&crop=smart&auto=webp&s=553b592eddac8c344417207131e5ce1690c32eeb" alt="Enshrouded - Official Version 1.0 Release Date Trailer" title="Enshrouded - Official Version 1.0 Release Date …

Flame Altar Progression

  • Subreddit: r/Enshrouded
  • Bot probability: Low (10%)
  • Snippet: Hey there folks. So, did any1 ever asked about different flame altar appearances according to flame level or range level? I would do for some nice progression feeling for the players besides making so we can see different versions of flame altars during the game. submitted by /u/LouisTheMew…

found and fell in love with this game yesterday but oh man

  • Subreddit: r/Enshrouded
  • Bot probability: Low (5%)
  • Snippet: I spent almost 7 hours on my new world building a house as well as progressing through the story and randomly I now cannot open any chests. The animation happens, but there is no option to view or take items. I cannot find anyone else with this issue online except one person who said to turn off DLSS and swap your video settings, which sounded weird but I tried it and it didnt work. …

Game crashes after 3-5mins of starting.

  • Subreddit: r/Enshrouded
  • Bot probability: Low (10%)
  • Snippet: A the title says, I don't have any issues running the game at all but for some odd reason I get random crashes minutes into having started up the game. My wife hasn't had of these issues on her end at all. I do host our world if that's any needed information. My specs CPU-12600k/GPU-3080ti/32gb RAM submitted by <a href="https://www…

How can I get unreleased/datamined items?

  • Subreddit: r/Enshrouded
  • Bot probability: Low (10%)
  • Snippet: I really wish to get some items I found out about that are not released yet. How can I do it? I saw someone use stuff that isn't in game and I'd like to know how is it done. submitted by /u/Individual-Bit-2897 <a href="https://www.reddit.com/r/Enshrouded/comments/1v9eqk6/h…

My friend asking for Runes

  • Subreddit: r/Enshrouded
  • Bot probability: Low (10%)
  • Snippet: not easy in this economy… …

New water-powered gates

  • Subreddit: r/Enshrouded
  • Bot probability: Low (10%)
  • Snippet: Full props build. Fully climbable and adjustable for the water.…

Nomad Highlands

  • Subreddit: r/Enshrouded
  • Bot probability: Low (10%)
  • Snippet: Just got to the Nomad Highlands and gem in to the shroud a couple of times. How the hell do you get out of the shroud? It's like I'm wandering around in a green mist forever. I just try to collect as much as I can, and them kill myself to get back to base. Is there away that I can actually get out of the endless green mist? submitted by <a href="…

Progress question

  • Subreddit: r/Enshrouded
  • Bot probability: Low (18%)
  • Snippet: Hey me and my girlfriend started playing this together im very used to open world survival games but this is her first. In terms of progress is it best to follow the quests she wants to explore and build a house and garden. Im just glad we arent only playing overwatch together lol When I hosted the world for us it used my old one where I made a basic base we are pretty basic r…

PSA for multi-display with the game

  • Subreddit: r/Enshrouded
  • Bot probability: Low (5%)
  • Snippet: I don't have a terribly powerful computer, (ryzen 7 5800X, 32gb ddr4 ram, 3050 8gb rtx, two 1080p displays on DisplayPort) but this has been the only game I have played with two monitors that caused the second (the one not showing the game) to stutter with video playback. After some testing, turning DLSS (default) to DLAA seems to have solved this issue entirely. I am n…

rotating flame altars?

  • Subreddit: r/Enshrouded
  • Bot probability: Low (18%)
  • Snippet: ik this sounds obvious/stupid but is there actually no way to rotate flame altars? been wanting to build on the side of a cliff and wanted the walls to be flushed to it but build a 3x3 with the altar in the middle makes one of the corner stick out of the cliff. submitted by /u/crazedhark <br/…

Similar suggestions?

  • Subreddit: r/Enshrouded
  • Bot probability: Low (10%)
  • Snippet: The wife and I are enjoying our time playing but it's gotten me thinking if there are any similar fantasy games that are online co-op, fps(maybe), PvE? Perhaps a dungeon crawler or something like that She's not into pvp submitted by /u/Draxxsus <a href="https://www.reddit.co…

Snow White Armor Set: What do ya’ll think?

  • Subreddit: r/Enshrouded
  • Bot probability: Low (10%)
  • Snippet: Playin…

So apparently for some reason this game doesn't have a single half door available...

  • Subreddit: r/Enshrouded
  • Bot probability: Low (10%)
  • Snippet: <img src="https://external-preview.redd.it/d3JlNDl6aDhkcmZoMaUIBqaCjy7Qm7wpxPB3mSkXtO3OU4ZkTMNd5uJxka3A.png?width=640&crop=smart&auto=webp&s=233b479c0f7abfb1a11ce88bef9ad8df0343bb0f" alt="So apparently for some reason this game doesn't have a single half door available..." title…

Solstice Keep

  • Subreddit: r/Enshrouded
  • Bot probability: Low (10%)
  • Snippet: Finally have enough work done on my trio’s endgame base to feel comfortable posting it. Welc…

Steamdeck gameplay

  • Subreddit: r/Enshrouded
  • Bot probability: Low (10%)
  • Snippet: Hey guys, anybody play this game on the steamdeck or know if it is optimized, i want to play so bad submitted by /u/LemonSqeezy1 [link] <a href="https://www.reddit.com/r/Ensh…

The game is unplayable for me due to crashes

  • Subreddit: r/Enshrouded
  • Bot probability: Low (10%)
  • Snippet: Enshrouded is unplayable for me due to crashes after forging the path update. I have already reinstalled the game, done clean install of drivers and currently got the latest drivers. I have 750 hours in the game and had no issues at all before this update. Specs: Intel i7 12700k RTX 2070 8gb 32gb DDR4 This is what the end of the latest crash dump, a lot o…

Traversal options expanded?

  • Subreddit: r/Enshrouded
  • Bot probability: Low (10%)
  • Snippet: So I've got the glider and the grappling hook but grappling points are very few and far between in the wilds and gliding is only really useful if my destination is below me. Are there any tips to get to places higher up besides double jumping and pushing your face against a sheer cliff, or just sticking with roads until you hit your ideal destination pathway? I've circ…

veilwater theme build

  • Subreddit: r/Enshrouded
  • Bot probability: Low (18%)
  • Snippet: submitted by /u/shadow070319 <br/…

Why were we awaked now?

  • Subreddit: r/Enshrouded
  • Bot probability: Low (10%)
  • Snippet: Maybe I missed a bit of lore somewhere, or maybe it hasn’t been revealed yet (just about to head to Kindlewaste for the first time), but is it ever explained why we were awaked now? Like why is it more beneficial now than say earlier? I guess maybe im a bit confused about why we would wait a long time to awaken in the first place. Seems like that is a recipe for letting the s…

2025 Compensation Megathread

  • Subreddit: r/FinancialCareers
  • Bot probability: Low (5%)
  • Snippet: New year, new salaries, new jobs. Got a new job offer, internship, or want to share your current salary details with the community? Post it below! Or say hello to others who are introducing their line of work here. If you're new to the community, don't forget to assign yourself a user flair to highlight if you're a student or in what field of finance you have experience. (<a h…

Any Third-Part Risk/Vender managers here.

  • Subreddit: r/FinancialCareers
  • Bot probability: Low (10%)
  • Snippet: Just wondering if there are others around. It is a pretty niche field so I'm always looking for like minded folks to talk best practices. I have a large network of smaller FIs but would like to discuss with larger more mature FI programs as well. submitted by /u/I-will-judge-YOU <…

Can someone help me break into s&t

  • Subreddit: r/FinancialCareers
  • Bot probability: Low (5%)
  • Snippet: Hi everyone I'm writing this because i don't know what to do anymore. A bit about me I'm a 2025 engineer grad and have a Lil bit experience in quant as a data scientist and also currently working as a sales intern in a wealth management firm. Now i really want to switch to a s&t role but i don't really know anyone in the industry. So here is my offer if you can help me fin…

Capital One 2027 Commercial Rotational Program Tracking

  • Subreddit: r/FinancialCareers
  • Bot probability: Low (10%)
  • Snippet: Hi Everyone, I applied early July for the 2027 Commercial Rotation Program and got the recruiter questionnaire today. Just wanted to see where everyone else is in the process. submitted by /u/Wolfshadow902 <a href="https://www.reddit.com/r/FinancialCareers/comments/1v9g15…

Corporate banking associate interview prep?

  • Subreddit: r/FinancialCareers
  • Bot probability: Low (10%)
  • Snippet: I'm on the borrower side, and I want to be ready to interview for CB when the time comes (CB as part of the investment bank). What kind of technical questions should I expect as the associate level? Industry will be RE or Infra. I work with financial statements pretty regularly so I know my way around them, but don't really know what specific questions will be asked (or how t…

Ex-JPMorgan banker Chirayu Rana files new lawsuit — and it’s totally different from his ‘sex slave’ claims

  • Subreddit: r/FinancialCareers
  • Bot probability: Low (18%)
  • Snippet: submitted by /u/Vibranium2222 [link] [commen…

Former bankers: Was investment banking worth it for you in the end?

  • Subreddit: r/FinancialCareers
  • Bot probability: Low (10%)
  • Snippet: I recently read a story from someone who left investment banking after describing the lifestyle as far more draining than they expected. Their main argument wasn't that banking was a bad career—it was that the trade-offs (hours, stress, and missing out on life outside work) eventually outweighed the money and prestige for them. It got me thinking: For those who've worke…

How do you guys use alternate data specifically Ship AIS data?

  • Subreddit: r/FinancialCareers
  • Bot probability: Low (10%)
  • Snippet: Below are some specific questions I have What do you trade, and on what time horizon? What are you actually trying to know that the market does not know yet? Where does most of your edge come from? Where do you get your AIS data? What specifically do you look at? Counts, flows, congestion, storage, speed, something else? What …

How do you manage elevated expectations in your first year in your new role/promotion?

  • Subreddit: r/FinancialCareers
  • Bot probability: Low (10%)
  • Snippet: I've been in Financial Services and Wealth Management for a couple years now. I spent 5 years in my last humble book of business and I killed it. For some reason I got shot out of a cannon with the amount of success I've had. I was closing business left and right, clients loved me, and I developed a positive reputation as being competent. January of this year I got a promotion…

How long should I wait to follow up?

  • Subreddit: r/FinancialCareers
  • Bot probability: Low (5%)
  • Snippet: I recently have been taking networking super seriously after passing my sie and having been lightly over the whole summer. I sent a long shot out to a retired alumni and he had worked at Morgan Stanley for a long time and on the call offered to give me a warm introduction to someone he knew in Denver because he was a good guy near where I lived. I also told him I wanted to mo…

I feel so stupid at my job all the time.

  • Subreddit: r/FinancialCareers
  • Bot probability: Low (10%)
  • Snippet: Ranting... I have worked in retail clothing my whole life. 3 years ago, I started my current job as a Paraplanner at a very small RIA firm. Long story short, I just feel stupid all the time. This is such a big transition from what I'm used to and I just feel so behind. Earlier today, I was talking to my boss about a client requesting to withdraw funds from from their Roth 40…

I got an internship as a philosophy major

  • Subreddit: r/FinancialCareers
  • Bot probability: Low (10%)
  • Snippet: Hey everyone, I just wanted to share a quick reminder: never give up, and don't hesitate to apply for roles outside your exact background! I’m finishing up my last year of school as a Philosophy major, and I just landed a Fall internship at a well-known finance firm. I was definitely nervous going in, but I stayed persistent and made it through 3 solid rounds of interviews. I’…

IB Spouses (jobs or no?)

  • Subreddit: r/FinancialCareers
  • Bot probability: Low (18%)
  • Snippet: Married (or long term domestic partner) investment bankers, what do your spouses do for work or not for work? Stay at home moms, full time jobs, part time jobs, trophy wives, professional pickleballers, small business operators, etc? If they work, what’s their why? 401k, insurance, etc? Children with two working parents? submit…

Join our growing /r/FinancialCareers Discord server!

  • Subreddit: r/FinancialCareers
  • Bot probability: Low (5%)
  • Snippet: EDIT: Discord link has been fixed! We are looking to add new members to our /r/FinancialCareers Discord server! > Join here! - Discord link Our professionals here are looking to network and support each other as we all go through our career journey. We have full-time …

Licensed banker > Fidelity rep? Considering a change

  • Subreddit: r/FinancialCareers
  • Bot probability: Low (10%)
  • Snippet: I'm a licensed banker with 4 years of experience, no degree but series 6, 63, 65 finally burnt out at the branch level and looking to jump out of retail banking (especially at a big 4). Interviewing for Fidelity's financial services rep role and looking for feedback.. It would be a pay cut in terms of lost bonuses, and it potentially sets me back in terms of becoming an FA to …

New grad looking for advice

  • Subreddit: r/FinancialCareers
  • Bot probability: Low (5%)
  • Snippet: Hello, Reddit! I'm a recent college graduate looking for some advice. I graduated in May with a degree in Finance from the University of Illinois Urbana-Champaign, and I still haven't landed a job. I've had a handful of interviews, but I've gotten accustomed to receiving the canned "We've decided to move forward with other candidates" email. I did reasonably well in sch…

Operations Associates at Smaller Firms

  • Subreddit: r/FinancialCareers
  • Bot probability: Medium (36%)
  • Snippet: I work for a ~25 employee hedge fund firm with roughly 300 clients and I always wonder how other firms of our size handle their operations. All of our clients have their accounts through Schwab, a few have accounts with Forge Trust Co. (ew) due to certain custodied investments. Anything from onboarding, subscription agreements (DocuSign, or a specific service like +Subscribe)…

People who have left investment banking… are you happier?

  • Subreddit: r/FinancialCareers
  • Bot probability: Low (10%)
  • Snippet: Currently 1.5 years into investment banking - I originally thought I would claim the corporate ladder, but I’m having second thoughts. Is there more out there besides banking? I don’t want to do PE to be honest. People who have left IB - how’s it going? Are you happier? submitted by /u/qKae …

Potential career paths to consider after MSF?

  • Subreddit: r/FinancialCareers
  • Bot probability: Low (5%)
  • Snippet: I’m going part time to a very good university’s MSF. My undergrad was in law and legal systems so I don’t have a formal finance education. I’m at a megafund now in IR, primarily working with the fund management team - mainly representing the GP in secondary sales coordination, ROFR determination, etc, and then the actual transfer itself, helping product teams with fundraising,…

rising junior at target school hoping to pivot from pure entertainment into entertainment-finance

  • Subreddit: r/FinancialCareers
  • Bot probability: Low (5%)
  • Snippet: I'm currently preparing to enter my junior year of college and have been thinking a lot about my long-term career trajectory. Originally, I was planning to recruit for entertainment internships in creative development, marketing, and distribution, since that's where my experience and interests have been. However, I've recently started considering finance roles that sit at the …

Should I work towards CFA certification without a job in Finance?

  • Subreddit: r/FinancialCareers
  • Bot probability: Low (10%)
  • Snippet: Long story short, I got a Finance degree in college and now I work in medical technologies as an IT person. I didn’t really imagine myself here and would love to get back into finance if I leave my current job. That all being said, the longer I stay at my job the more time I waste not working towards a career in finance. To mitigate this I was thinking of working towards a CF…

Thoughts on doing MBA in Finance (& Energy) at age of 31 for IB/PE firms (for Energy funds) with no finance backgorund?

  • Subreddit: r/FinancialCareers
  • Bot probability: Low (10%)
  • Snippet: I am 29 currently and working as a market researcher for renewable energy projects and data centers (1 yr exp). I have a chemical engineering degree. I would love to pivot to finance for the sole purpose of breaking into IB/PE in Canadian firms handling Energy investment vehicles. Is it too late? Would starting with junior roles in this new field be worth the effort of doing MBA at t…

What finance careers offer strong WLB, good pay, and flexibility to travel while you’re young?

  • Subreddit: r/FinancialCareers
  • Bot probability: Low (5%)
  • Snippet: I recently graduated and started a 2 year rotational program in commercial banking at a large bank. I have a foundation in both finance and technology. When I accepted this role, my priorities were pretty traditional: good pay, a strong brand name, and career growth. Now that I’ve had more time to think about what I actually want long-term, I’ve realized my values have shifted…

Which uni to choose in my situation?

  • Subreddit: r/FinancialCareers
  • Bot probability: Low (5%)
  • Snippet: My goal is to get a finance degree at a certain uni, however I may not be able to get the grades for it. My options are to either do a degree in business management at the uni (which I would be able to get into), or to do a finance degree at another less prestigious uni. After 1 year at either I will then transfer to the finance degree. Also I'm wondering how each scenario affects my…

Why does finance lack the office benefits of big tech?

  • Subreddit: r/FinancialCareers
  • Bot probability: Low (10%)
  • Snippet: I am a trader at a BB, and my gf is a SWE at Google both in NYC HQs, and the difference in benefits and just overall lifestyle in office is mind boggling to the point where I’m surprised anyone would choose finance over tech. She enjoys free smoothies, chef cooked lunches, infinite free snacks, free health benefits, massage rooms, lego rooms, pottery classes, cooking classes, …

Airport diagram base year makes no sense

  • Subreddit: r/flying
  • Bot probability: Low (10%)
  • Snippet: When looking …

Biggest lesson you have learned

  • Subreddit: r/flying
  • Bot probability: Low (18%)
  • Snippet: Hey guys! Im just curious as to what the biggest lessons you have learned as a student pilot or comercial pilot or whatever and how you guys have applied the same lessons outside aviation submitted by /u/Content-Disaster-663 <a href="https://www.reddit.com/r/flying/commen…

CFI'ing out of SF Bay Area

  • Subreddit: r/flying
  • Bot probability: Low (10%)
  • Snippet: I am a newly minted CPL and curious how the CFI market is in the SF bay area. I have a flexible remote job that would allow me to instruct after 1:30 pacific time everyday. I am wondering if there are any strong schools that would accommodate this schedule, preferably one that prefers to hire it's own students after training. I am also curious how many hours do you CFI's fly …

CFI/CFII Proficiency

  • Subreddit: r/flying
  • Bot probability: Low (5%)
  • Snippet: I’m a 300 hr CFI/CFII. I finished my training back in September of 2025. I had to take a break due to a knee injury that kept me grounded for six months. I did not start a CFI job. I feel very rusty in my knowledge and flying (maneuvers). Any advice to become proficient again to prepare for this current CFI job market? I’m in the Houston area and I’ve had no luck finding good …

Does being a former military pilot give you a hiring advantage to the legacy airlines?

  • Subreddit: r/flying
  • Bot probability: Low (18%)
  • Snippet: Not a military pilot (yet) but just genuinely curious if military pilots have as “easy” of a time getting hired at legacy airlines as it seems. Any insights? submitted by /u/Dr-Cronch <a href="https://www.reddit.com/r/flying/comments/1v954vw/does_being_a_former_military_pilot_give_…

Flight plan needed for EHLE VFR

  • Subreddit: r/flying
  • Bot probability: Low (10%)
  • Snippet: Hi, is it true that you need a VFR flight plan to enter the EHLE D airspace for landing via the published VFR arrivals? Or can i just call and give them a abbriviated flight plan to enter and land like i usually do in germany (EDDG for example). (I got my PPL in germany so i am not too expirienced flying in the netherlands.) Thanks! submitte…

ForeFlight issue or Sentry issue?

  • Subreddit: r/flying
  • Bot probability: Low (5%)
  • Snippet: So I was going on a flight the other day using my iPhone 17 Pro Max connected to sentry, traffic was showing fine on the ground, but once I climbed up to about 1,000 AGL all traffic went away. Now I know that ForeFlight doesn’t show traffic in the air due to liability reasons with devices that use cellular data, but is that still the case if you’re connected to an actual ADS-B as wel…

How do you keep knowledge sharp?

  • Subreddit: r/flying
  • Bot probability: Low (5%)
  • Snippet: I am currently in CFI Initial and I am overwhelmed with the amount of information that I am expected to retain as a CFI candidate. For those who have passed the CFI Initial phase and are now teaching other students, what resources and techniques do you recommend to help with remembering vast amounts of information? submitted by <a href="https://w…

How much better is life as a Legacy FO vs a senior Regional Captain

  • Subreddit: r/flying
  • Bot probability: Low (5%)
  • Snippet: So I have a class date with a regional, and I have a family background of my uncle who worked as a regional pilot for 20+ years working as a captain, and check airmen, before going up to a legacy (only because his regional went under in 2020) so personally I am considering regionals as a career and not a stepping stone. But everywhere I look everyone says how much better life is at a…

Is $735 just to start flying normal or am I getting ripped off?

  • Subreddit: r/flying
  • Bot probability: Low (5%)
  • Snippet: Hey everyone, I’m 17 years old and recently moved to Canada. Becoming a pilot has been a dream of mine since middle school. I’m still unsure whether I want to pursue aviation professionally or simply fly as a lifelong hobby but I know that I genuinely love aviation and want to begin learning. Unfortunately, I have never had the financial support to start flight training…

Low Reading PA-28?

  • Subreddit: r/flying
  • Bot probability: Low (10%)
  • Snippet: My ammeter has been showing like this while in cruise but my Alternator is fine a…

Most memorable moment in your aviation journey?

  • Subreddit: r/flying
  • Bot probability: Low (10%)
  • Snippet: I was just thinking the other day that I am extremely grateful and proud to be a private pilot, but passing my checkride wasn’t actually the most exciting moment for me so far. My first solo was one of the best days of my life and most memorable moments when getting my PPL. Does anyone else also feel like their first solo was more memorable than actually passing the ch…

Not going around when you should have?

  • Subreddit: r/flying
  • Bot probability: Low (5%)
  • Snippet: Regional FO here on the CRJ, Flying into an uncontrolled field had a runway change from center last minute already left us high at night, so workload was high towards the end. As pilot flying I was just mentally getting the picture back together and planning to configure the plane to buy some time. Center clears us direct the airport and just cuts us lose after get…

Oshkosh 26, good, bad, and ugly.

  • Subreddit: r/flying
  • Bot probability: Low (10%)
  • Snippet: Well, things started out great. We had perfect weather. After popping over to the next airport for some cheap fuel, we went from ZEF to OSH in 4 hours. This shaved 45 minutes off my previous best time. The only downside was the controller sending me 5 miles over Lake Winnebago to sequence me behind a Lake amphib on a tight base leg. This guy was obviously not going to handle things i…

Part 107 Remote Pilot

  • Subreddit: r/flying
  • Bot probability: Low (10%)
  • Snippet: It’s official, I’m a remote pilot now, lol I got my PPL October…

Part 61 financing

  • Subreddit: r/flying
  • Bot probability: Low (5%)
  • Snippet: Would love some advice… I’m currently a student pilot getting my private’s at a local part 61. i’m paying for it out of pocket at the moment but i will not be able to do all my ratings outta pocket and unfortunately will have to take out a loan. I’d love some advice if anyone has experience or recommendations on lenders. i briefly looked into Stratus but heard horrible…

PW305A detailed description

  • Subreddit: r/flying
  • Bot probability: Low (10%)
  • Snippet: As the title says, I’m looking for a detailed breakdown and or schematic of a PW305A. I can’t seem to find this anywhere. submitted by /u/Lance-Vancee [link] <a href="h…

Stage check failures

  • Subreddit: r/flying
  • Bot probability: Low (10%)
  • Snippet: Hi everyone! Just feeling out my chances with Delta as I’m currently filling out the application. I’m right now a regional FO with only 1 checkride failure (com p/o180) but with 10 stage checks failures from PPL through MEI (all part 61). The school I went to had a lot of stage checks so it was impossible to come away scott free and they make each stage check extra hard to make sure …

Weather and Zulu time Widgets

  • Subreddit: r/flying
  • Bot probability: Low (5%)
  • Snippet: Hey guys, I’m a student pilot from the US, training for my PPL. I wanted to set some helpful aviation related widgets on my iPhone, to help me get more familiar with things that don’t come naturally to me as an American (mainly the conversion between Fahrenheit and Celsius) So I’m looking for a good app that offers a zulu time widget with the ability to show the number of hour…

When to get an app review?

  • Subreddit: r/flying
  • Bot probability: Low (10%)
  • Snippet: I’m a brand new regional FO and just crossed 200 hours. My apps to the majors have been in but I was wondering if it’s too early to get an app review. should I wait until I actually become competitive? submitted by /u/tooflytotry <a href="https://www.reddit.com/r/flying/comments/1…

"NVIDIA Harnesses Vera CPU to Speed Up Design of Next-Generation CPUs and GPUs"

  • Subreddit: r/hardware
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/cVGvYwax4DVtAxvMhl7HMwpHqGdrP-I3h_fWB2yQfjg.jpeg?width=640&crop=smart&auto=webp&s=086db93b3656dbcf2b93a13fdbe04743691f179f" alt=""NVIDIA Harnesses Vera CPU to Speed Up Design of Next-Generation CPUs and GPUs"" title=""NVIDIA Harnesses Ve…

Hardware Unboxed GPU Prices To Rise By Another 40%?!?!?!

  • Subreddit: r/hardware
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/up64pNB4y6s7RvWtM1hKpUzF-YPEEe5vk9grtduohv8.jpeg?width=320&crop=smart&auto=webp&s=1e6bcbe8e23d78599c2ef85ab904775d050701a0" alt="[Hardware Unboxed] GPU Prices To Rise By Another 40%?!?!?!" title="[Hardware Unboxed] GPU Prices To Rise B…

Level1Techs Taking a Look at Gigabyte's MW94-RP0 Xeon 6 E-ATX Motherboard

  • Subreddit: r/hardware
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/gpWhkAYveF-mcWyNO4WnZaZ0nPWVj6Pmt59RK7CZEow.jpeg?width=320&crop=smart&auto=webp&s=22c9840d3b25211101e6a0449730de3d4907cba7" alt="[Level1Techs] Taking a Look at Gigabyte's MW94-RP0 Xeon 6 E-ATX Motherboard" title="[Level1Techs] Taking a Lo…

Phoronix AMD P-State Linux Driver Patches Can Boost 1%-Low FPS Gaming Performance By 31%

  • Subreddit: r/hardware
  • Bot probability: Low (10%)
  • Snippet: <img src="https://external-preview.redd.it/orLTxK-Z4jwoGg7X5ksMK_2xwGx94D5Wbn94Hvurny0.jpeg?width=640&crop=smart&auto=webp&s=2af71c25cf669d4691b172b2a48a4fe352ee4ee8" alt="[Phoronix] AMD P-State Linux Driver Patches Can Boost 1%-Low FPS Gaming Performance By 31%" title="[Phoronix] A…

AMD Advancing AI 2026: Talking CDNA5 with AMD’s Alan Smith

  • Subreddit: r/hardware
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/b89OgqUd2uuJX3dAJMWO66PabQGGTKb1363rkiCQPRw.jpeg?width=640&crop=smart&auto=webp&s=c9fb43536ed22857d5e54f3bd66e1aeb7ca0f979" alt="AMD Advancing AI 2026: Talking CDNA5 with AMD’s Alan Smith" title="AMD Advancing AI 2026: Talking CDNA5 with A…

AMD and South Korea forge AI center and heterogeneous computing pact

  • Subreddit: r/hardware
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/KwgDIUDw_quiy-QD5q2hHIxW5hXEohsHXfQ5fEd1Ry4.jpeg?width=640&crop=smart&auto=webp&s=32ebfd3edceec5ee74a69794b9b55137cd3bb479" alt="AMD and South Korea forge AI center and heterogeneous computing pact" title="AMD and South Korea forge AI center and…

AMD Radeon RX 9050 launches at $279 in Asia-Pacific, Japan and Latin America - VideoCardz.com

  • Subreddit: r/hardware
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/rcJmkZQSnVXTN3pp6tIrfYquYObMmoBLuyQt-_w2t8M.jpeg?width=640&crop=smart&auto=webp&s=28ac692e0860fd9a45f44b62a80883c14c2b127c" alt="AMD Radeon RX 9050 launches at $279 in Asia-Pacific, Japan and Latin America - VideoCardz.com" title="AMD …

China Starts Mass-Producing Homegrown DUV Chipmaking Tools, An Advance for Local Chip Industry

  • Subreddit: r/hardware
  • Bot probability: Low (18%)
  • Snippet: submitted by /u/DazzlingpAd134 [link] [comments]

Chinese CXMT DRAM doesn't look like the budget savior many were expecting — new modules enter the market, but prices still track the big three | Tom's Hardware

  • Subreddit: r/hardware
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/niWBDDdVsg4CwRmYOPvCC70BvqCtykz2l9p4p77eTKU.jpeg?width=640&crop=smart&auto=webp&s=e2d2e0dbcf63d09ef08a66f7c32d1fc5cd67c074" alt="Chinese CXMT DRAM doesn't look like the budget savior many were expecting — new modules enter the market, but …

Chipmaker CXMT becomes mainland China's most valuable listed firm

  • Subreddit: r/hardware
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/n1X6gugiN372bOoINOoc_wFkpNSsv6QhO6JGefcAXUE.jpeg?width=640&crop=smart&auto=webp&s=d6292ca0a6d793ed6eb5eccec0cacb13a9ffc95e" alt="Chipmaker CXMT becomes mainland China's most valuable listed firm" title="Chipmaker CXMT becomes mainland China'…

Exclusive: 12.6 × 10.67 mm. That's the size of Qualcomm's next flagship chip, and we know more.

  • Subreddit: r/hardware
  • Bot probability: Low (10%)
  • Snippet: <img src="https://external-preview.redd.it/GrRKtzAPq3UB8xRSWq3KrGWjsdj9f6zDMJac9TNitEk.png?width=640&crop=smart&auto=webp&s=adf0b8d70fca95ac615f62252f65b0cfbe9239db" alt="Exclusive: 12.6 × 10.67 mm. That's the size of Qualcomm's next flagship chip, and we know more." title="Exc…

Framework Laptop 13 Pro review: Much better battery, much worse price

  • Subreddit: r/hardware
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/XyMolTjyq1ypOlM7lVnWykSJelyEIeYMMF1NIzWE9X0.jpeg?width=640&crop=smart&auto=webp&s=b8097553ab581b50748805be29b17cdf9d95d55d" alt="Framework Laptop 13 Pro review: Much better battery, much worse price" title="Framework Laptop 13 Pro review: Muc…

Geekbench 7 Analysis and Early Results

  • Subreddit: r/hardware
  • Bot probability: Low (18%)
  • Snippet: submit…

Huawei is building its own DRAM fab, and it could reshape RAM prices for everyone

  • Subreddit: r/hardware
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/h4_STk-wdCcMxntfkljsow3FHmcFlhk1_99DrcxBIqI.png?width=640&crop=smart&auto=webp&s=529b4c06f1693e3f63cc5798d4af1973d9e04380" alt="Huawei is building its own DRAM fab, and it could reshape RAM prices for everyone" title="Huawei is building…

LG Commercializes Maskless Lithography System

  • Subreddit: r/hardware
  • Bot probability: Low (18%)
  • Snippet: </…

MSI and Colorful raise Nvidia RTX 50-series prices in China by up to 59% across the entire lineup — change in distributer pricing suggests GPU price hikes are on the way

  • Subreddit: r/hardware
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/IcR12MnkDOq5W9gAZfepIgeCmtQpz_iqVGgOmAxs0Ew.jpeg?width=640&crop=smart&auto=webp&s=3afb0ca8243079dd603f14c19c49863e711b88b4" alt="MSI and Colorful raise Nvidia RTX 50-series prices in China by up to 59% across the entire lineup — change…

Nvidia employee detained in Taiwan as part of chip smuggling probe — held on suspicion of falsifying business documents, company says smuggling 'a nonstarter'

  • Subreddit: r/hardware
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/PSo3AENUnGSR6jCTzgshqp1ixIGyutJ5iTLsXp89Uys.jpeg?width=640&crop=smart&auto=webp&s=b7c38fe4bcff70e2f271c29df5af49da2f282732" alt="Nvidia employee detained in Taiwan as part of chip smuggling probe — held on suspicion of falsifying business …

Qualcomm is hiking prices on its already-expensive Snapdragon chipsets by ‘double digits’

  • Subreddit: r/hardware
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/8gd_XW82pgnldRTyxf88OWFBXXx_QlGTPBS4-F0adNw.jpeg?width=640&crop=smart&auto=webp&s=4a566baaaf3e52429a1e7cdab9e824a40a40d7d6" alt="Qualcomm is hiking prices on its already-expensive Snapdragon chipsets by ‘double digits’" title="Qualcomm…

Reminder: Please do not submit tech support or build questions to /r/hardware

  • Subreddit: r/hardware
  • Bot probability: Low (5%)
  • Snippet: For the newer members in our community, please take a moment to review our rules in the sidebar. If you are looking for tech support, want help building a computer, or have questions about what you should buy please don't post here. Instead try /r/buildapc or /r/techsupport, subreddits dedicated to building and supporting compute…

SK Hynix Becomes De Facto Second-Largest Kioxia Shareholder

  • Subreddit: r/hardware
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/ckigDJss0GBvOe7eiV9qnJsjxqhxlGpev4BgbWfEeJc.jpeg?width=640&crop=smart&auto=webp&s=2cc07f7cd29551c7d27f251939f30c9246348649" alt="SK Hynix Becomes De Facto Second-Largest Kioxia Shareholder" title="SK Hynix Becomes De Facto Second-Largest …

SK hynix expected to post record $43.7 bil. in Q2 operating profit: report

  • Subreddit: r/hardware
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/nPWNdFvCoZVxSIv6ZWj6eWueMCluu7v0trZMFSUdtdI.jpeg?width=640&crop=smart&auto=webp&s=af19ba5c1fc6b78ae2f903dd821fbb9509aec6ba" alt="SK hynix expected to post record $43.7 bil. in Q2 operating profit: report" title="SK hynix expected to post …

SK Hynix LPDDR6 Enters Mass Production in Second Half of 2026

  • Subreddit: r/hardware
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/mK94VM_LQBFiYGBOVmDNGIf3m53sQ3HG8iutA7itrOg.jpeg?width=640&crop=smart&auto=webp&s=fdab4633f6c707da739bcddda128f1bc499e6eeb" alt="SK Hynix LPDDR6 Enters Mass Production in Second Half of 2026" title="SK Hynix LPDDR6 Enters Mass Productio…

Snapdragon X Elite laptop runs GeForce RTX 4060 eGPU with NVIDIA ARM driver

  • Subreddit: r/hardware
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/EdIAOXr-HuAuQhf3mqCQgNTHh28otJFwZkFucpgbKtk.jpeg?width=640&crop=smart&auto=webp&s=c08244f5da5063c2f8eeefd03246271c3300d53b" alt="Snapdragon X Elite laptop runs GeForce RTX 4060 eGPU with NVIDIA ARM driver" title="Snapdragon X Elite lapto…

South Korea plans massive 18.4GW AI data center buildout by 2035

  • Subreddit: r/hardware
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/O3GaI4qSv-YuQHZh0lRBWwe9oo7GNyhB8tMuWCdq8cY.jpeg?width=640&crop=smart&auto=webp&s=aeb25c7e10eaa009f20f4b515ff2c0f91a75ce9e" alt="South Korea plans massive 18.4GW AI data center buildout by 2035" title="South Korea plans massive 18.4GW AI …

Why exactly did retro consoles use expensive 8-bit SRAM chips instead of the cheaper 1-bit and 4-bit DRAM chips like microcomputers did?

  • Subreddit: r/hardware
  • Bot probability: Low (5%)
  • Snippet: Well I'm not knowledgeable in computing and circuit design and architectures, but there's one thing I noticed while looking at the components of old consoles and computers. Looking at JDR Microdevices catalogues from the 1985, it looks like 1-bit DRAM modules were so much cheaper. $6.95 for a pack of eight 250ns 16Kbit DRAMs, or $10.95 for the 150ns ones most micros back in th…

AH-1Z

  • Subreddit: r/Helicopters
  • Bot probability: Low (10%)
  • Snippet: submitted by /u/Even_Kiwi_1166 <a href="https://i.redd.it/auz7i47…

Algerian Nava forces AW Super Lynx Mk-140 during a graduation parade.

  • Subreddit: r/Helicopters
  • Bot probability: Low (10%)
  • Snippet: <img src="https://preview.redd.it/6kvj4j30wrfh1.jpeg?width=640&crop=smart&auto=webp&s=e7d93223305bc584f6fe12e793a01a7e272ff92d" alt="Algerian Nava forces AW Super Lynx Mk-140 during a graduation parade." title="Algerian Nava forces AW Super Lynx Mk-140 during a graduation pa…

An MH-60R Sea Hawk delivers supplies to the guided-missile destroyer USS Mason in the Arabian Sea

  • Subreddit: r/Helicopters
  • Bot probability: Low (10%)
  • Snippet: <img src="https://preview.redd.it/3g2xal71llfh1.jpeg?width=640&crop=smart&auto=webp&s=387bff635803553d5fa572d839b1fbca1fe602c4" alt="An MH-60R Sea Hawk delivers supplies to the guided-missile destroyer USS Mason in the Arabian Sea" title="An MH-60R Sea Hawk delivers supplies to the…

Australian Army Taipans laying dismantled in a warehouse awaiting burial

  • Subreddit: r/Helicopters
  • Bot probability: Low (18%)
  • Snippet: <img src="https://preview.redd.it/onsw39qchjfh1.jpg?width=140&height=80&auto=webp&s=77ec234a06ecda4e18a8b6e0cc1c96ff6b550dff" alt="Australian Army Taipans laying dismantled in a warehouse awaiting burial" title="Australian Army Taipans laying dismantled in a warehouse awaiting …

AW139 from SASEMAR

  • Subreddit: r/Helicopters
  • Bot probability: Low (10%)
  • Snippet: submitted by /u/Xauengm <a href=…

Biker being airlifted off the pass in front of us, northern Italy

  • Subreddit: r/Helicopters
  • Bot probability: Low (10%)
  • Snippet: <img src="https://preview.redd.it/zizd5ouvmqfh1.jpeg?width=640&crop=smart&auto=webp&s=27607ab459e26ea812502a274291a0657f56c9d4" alt="Biker being airlifted off the pass in front of us, northern Italy" title="Biker being airlifted off the pass in front of us, northern Italy" /…

BLADE TRACKING

  • Subreddit: r/Helicopters
  • Bot probability: Low (18%)
  • Snippet: submitted by /u/aviationstudy [link] [comments]

Can you guys recognize this one ?

  • Subreddit: r/Helicopters
  • Bot probability: Low (10%)
  • Snippet: <!-- SC_OF…

Fire Chinook low approach

  • Subreddit: r/Helicopters
  • Bot probability: Low (18%)
  • Snippet: submitted by <a href…

Flight schools in Spain?

  • Subreddit: r/Helicopters
  • Bot probability: Low (10%)
  • Snippet: I am considering to do my CPL(H) in a flight school in Spain. As a German I wouldn’t have any issues at all migrating to Spain as they are part of the EU. Schools like Hillsboro also attract me but Visa application, healthcare,… would be some extra pain. I do have a decent level of Spanish and feel comfortable speaking. Also the country itself is to my liking. I have read about …

How they move Apaches around the world, tucked away into the big boss C-17

  • Subreddit: r/Helicopters
  • Bot probability: Low (18%)
  • Snippet: <img src="https://preview.redd.it/rj7t9hs5spfh1.jpg?width=140&height=86&auto=webp&s=1e4afea2b6191cb992bbc2a3175a53a4fd6e1887" alt="How they move Apaches around the world, tucked away into the big boss C-17" title="How they move Apaches around the world, tucked away into the big …

I need help identifying US navy helicopters from 1963

  • Subreddit: r/Helicopters
  • Bot probability: Low (5%)
  • Snippet: <!-- SC_…

Kamov Ka-52 "Alligator"

  • Subreddit: r/Helicopters
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/OXl2aHU5bzI1MGdoMbN63IvubLdIC185_Psbn2cbvaAH9Bk686i0CjbWHIjR.png?width=320&crop=smart&auto=webp&s=765b7c45965c6db5e58268e03dc2e755f6c75a71" alt="Kamov Ka-52 "Alligator"" title="Kamov Ka-52 "Alligator"" /> submitted by <a href="https:/…

Medevac aviation time building

  • Subreddit: r/Helicopters
  • Bot probability: Low (10%)
  • Snippet: I’m very interested in the medevac field and the time requirements are steep. What is the best route as a young person with almost every option open right now? Coast guard, building time on my own, etc? I’m seriously looking for every perspective. submitted by /u/Friendly-Swan-1716 </…

Mi-26 carrying a Mi-8.

  • Subreddit: r/Helicopters
  • Bot probability: Low (18%)
  • Snippet: submitted by <a href="https://ww…

Mil mi 17 MTV-1 Mexican Air Force registration 1723

  • Subreddit: r/Helicopters
  • Bot probability: Low (18%)
  • Snippet: submi…

R44 autorotation engine failure cause (YouTube video)

  • Subreddit: r/Helicopters
  • Bot probability: Low (10%)
  • Snippet: <!-- SC_OFF…

SAR NH-90 and DGzRS Berlin

  • Subreddit: r/Helicopters
  • Bot probability: Low (18%)
  • Snippet: submitted by <a hr…

SH-60 from La Armada 🇪🇸

  • Subreddit: r/Helicopters
  • Bot probability: Low (10%)
  • Snippet: submitted by /u/Xauengm …

Update: My LEGO CAL FIRE Firehawk has now reached over 720 supporters!

  • Subreddit: r/Helicopters
  • Bot probability: Low (10%)
  • Snippet: <img src="https://preview.redd.it/jxur0kvatsfh1.jpg?width=140&height=93&auto=webp&s=29f8eaaa68d394db09e7169bec4e63ad229f3634" alt="Update: My LEGO CAL FIRE Firehawk has now reached over 720 supporters!" title="Update: My LEGO CAL FIRE Firehawk has now reached over 720 support…

Urban Apache

  • Subreddit: r/Helicopters
  • Bot probability: Low (18%)
  • Snippet: submitted by <a href="https://www.reddit.com/user/Entire_Ju…

USMC CH-53K departing from Oshkosh, WI

  • Subreddit: r/Helicopters
  • Bot probability: Low (10%)
  • Snippet: submitted by <a href="https://www.redd…

What is the worst handling helicopter you’ve ever flown and why?

  • Subreddit: r/Helicopters
  • Bot probability: Low (18%)
  • Snippet: submitted by /u/Geo87US [link] [comments]

Why were there so many LAPD helicopters around east today?

  • Subreddit: r/Helicopters
  • Bot probability: Low (10%)
  • Snippet: Does anyone know what happened east direction around 6 PM today? I saw about five police helicopters flying overhead to seaside . submitted by /u/Martinxx0917 [link]</a…

Мi-35М

  • Subreddit: r/Helicopters
  • Bot probability: Low (10%)
  • Snippet: submitted by /u/rapatakaz </a…

4 servers, an offsite node thats powered off 6 days a week, and a Macintosh as the main interface

  • Subreddit: r/homelab
  • Bot probability: Medium (48%)
  • Snippet: <img src="https://preview.redd.it/cvb2osx6v1gh1.png?width=140&height=92&auto=webp&s=25215ae4d1885bfaabf5723a16ff4aa237d2acd9" alt="4 servers, an offsite node thats powered off 6 days a week, and a Macintosh as the main interface" title="4 servers, an offsite node thats powered off 6…

AIO Server Hardware Modification

  • Subreddit: r/homelab
  • Bot probability: Low (10%)
  • Snippet: I’ve been running TrueNAS Scale as my…

Announcement: New Rules & Processes on Software Projects

  • Subreddit: r/homelab
  • Bot probability: Medium (38%)
  • Snippet: I would like to thank everyone for their feedback in the recent post & poll where we asked for feedback on how to slow the deluge of "I made X, because Y" type posts in r/homelab, most of which are AI generated and/or spam. While we felt that that the initial plan we shared was quite good, with your input we were able to refine that plan and make some not…

Any other P-state tools out there for GPUs that only have P0 ?

  • Subreddit: r/homelab
  • Bot probability: Low (28%)
  • Snippet: Hi, Just wondering if you guys know of any other tools or ways to bring down the idle draws of older cards with no "idle" setting: V100, P40, P100, M40, GP100 etc. I see this github tool making the rounds: sasha0552/nvidia-pstated, but maybe there's more…

Before/After 👊👊👊

  • Subreddit: r/homelab
  • Bot probability: Low (10%)
  • Snippet: So happy of the Cooler Master Trooper Carrier that I found,the on…

Best high quality UPS to buy in 2026?

  • Subreddit: r/homelab
  • Bot probability: Low (10%)
  • Snippet: I need a high quality UPS for two of my mini-pc homelab servers that I can rely on and forget about for years - whats the go to these days? Ideally they are a relatively small footprint (will go into a small closet) and don't generate too much heat, and has built in surge protection too since I've heard its a very bad idea to plug in a UPS in a surge protector. Some ot…

Dymo Heatshrink: My Experience with Ethernet

  • Subreddit: r/homelab
  • Bot probability: Low (10%)
  • Snippet: <d…

Finally built my media server!

  • Subreddit: r/homelab
  • Bot probability: Low (10%)
  • Snippet: Hi everyone! I'm p…

Guy look what i found in an Auchan store in Corsica

  • Subreddit: r/homelab
  • Bot probability: Low (10%)
  • Snippet: submitted by &#…

HDD recommendations for NAS

  • Subreddit: r/homelab
  • Bot probability: Low (10%)
  • Snippet: Hey, I'm planning to set up my first Nas, it's for general purpose. Im looking for some HDD recommendations, I'm planning to get either 2x 4TB, 6TB or maybe even 8TB HDDs, but I'm not sure which would be the best regarding price and performance. I already checked some websites and older posts, but I thought getting up-to-date opinions from people directly would be a good idea…

Help with Garage Media enclosure

  • Subreddit: r/homelab
  • Bot probability: Low (5%)
  • Snippet: Hey guys I have a 14x21.5 enclosure …

Hey everyone! 🚀

  • Subreddit: r/homelab
  • Bot probability: Low (20%)
  • Snippet: Today is the day I’m officially starting my homelab journey! I’ve been planning this for…

Homelab Dash - First Homelab Project - ESP32-S3 4.2inch RLCD

  • Subreddit: r/homelab
  • Bot probability: Low (10%)
  • Snippet: <img src="https://preview.redd.it/y3dqc3mol1gh1.jpg?width=140&height=140&crop=1:1,smart&auto=webp&s=1bdd16747d42ee8cff0ea0ced8d95852c3e1808e" alt="Homelab Dash - First Homelab Project - ESP32-S3 4.2inch RLCD" title="Homelab Dash - First Homelab Project - ESP32-S3 4.2inch RLC…

Low-profile GPU recommendations for continuous FFmpeg transcoding? Especially with today's prices?

  • Subreddit: r/homelab
  • Bot probability: Low (10%)
  • Snippet: I have a TV-station-style project where media currently sourced from Plex is enriched and scheduled into continuous linear channels. The media is pre-transcoded into a uniform audio and video format, rather than transcoded only when a viewer tunes in. The purpose is to allow effectively instantaneous tuning to the exact current position in a program, without waiting for a new …

My 12U 10" all rounder home setup

  • Subreddit: r/homelab
  • Bot probability: Low (10%)
  • Snippet: <img src="https://preview.redd.it/67kb7eh2dufh1.jpg?width=140&height=140&crop=1:1,smart&auto=webp&s=512fc9045869a404aa33e0a372055de595975041" alt="My 12U 10" all rounder home setup" title="My 12U 10" all rounder home setup" /> Wanted to show o…

My buddy is moving and we have to take down the servers to move em. Wish us luck bois

  • Subreddit: r/homelab
  • Bot probability: Low (10%)
  • Snippet: <img src="https://preview.redd.it/afkccl4n91gh1.png?width=640&crop=smart&auto=webp&s=b1c9a6c491e0525b3a27974e0668dc81ac4eb8d6" alt="My buddy is moving and we have to take down the servers to move em. Wish us luck bois" title="My buddy is moving and we have to take down the servers…

New to Homelabs

  • Subreddit: r/homelab
  • Bot probability: Low (10%)
  • Snippet: Hello ! As the title says I’m new to this Homelab but decided to take the leap anyway due to the many advantages it offers . I use my old laptop as my server , it’s an Asus FX502VM that has an i5 6300hq 12gb of ram ( planning to upgrade to 24gb ) and an GTX 1060 3gb ( understand that the GPU is not relevant for a server u less you run LLM’s ) on this device I installed Docker for win…

Packing as much gear into a 8U mini rack

  • Subreddit: r/homelab
  • Bot probability: Low (18%)
  • Snippet: <div class="m…

Painted into a corner "An Update"

  • Subreddit: r/homelab
  • Bot probability: Low (5%)
  • Snippet: <img src="https://preview.redd.it/54vsuovmp3gh1.jpg?width=140&height=105&auto=webp&s=1fa5fed00790fbcd0613499eec208218181d68a0" alt="Painted into a corner "An Update"" title="Painted into a corner "An Update"" /> Finished the system today, but the p…

Recommend a PSU with large 5v rail?

  • Subreddit: r/homelab
  • Bot probability: Low (10%)
  • Snippet: I know very little about power supplies. I have 12 3.5 inch drives plus 2 SSD’s. I have an rm650e, searching shows it’s a single rail and has either 100w or 120w of available 5v power. Any recommendations on a PSU with more 5v power? Do I even need more power? Drives are a mix of shucked WD’s and some Ironwolf pros. All 12-14 tb and then a couple of 16tb Toshiba NAS drive…

Slight voltage spike on my UPS 🤔

  • Subreddit: r/homelab
  • Bot probability: Low (10%)
  • Snippet: On a business trip scrolling through …

Starting my home lab, tips are welcome.

  • Subreddit: r/homelab
  • Bot probability: Low (10%)
  • Snippet: I will use some ser…

Strange storage problem

  • Subreddit: r/homelab
  • Bot probability: Low (5%)
  • Snippet: Hi, I ask for help since I have really…

What else should I run on my homelab? Looking for ideas to experiment with

  • Subreddit: r/homelab
  • Bot probability: Low (10%)
  • Snippet: Ive had my homelab running for a while and im looking for more things to play around with. Right now my setup is: Hardware: Ryzen 5 7600X 32GB RAM Proxmox Currently running: Minecraft server A few small apps I developed myself Nexus Repository Manager Jenkins<…

Will this be around 10 years from now?

  • Subreddit: r/homelab
  • Bot probability: Low (28%)
  • Snippet: I have been thinking recently.... I built my own "server", building a computer for the first time and enjoyed it immensely. Having a badass setup is not as fun as getting there and building it. But that made me think.... is everything just becoming more proprietary and more "unified" like Apple computers, for example, and soon and a decade (tops) this will not exist? Me…

Battle Network X Hytale - Mod Tutorial!

  • Subreddit: r/hytale
  • Bot probability: Low (10%)
  • Snippet: <!-- SC_OFF --…

Drippy candles detail with the Entity Tool🕯️

  • Subreddit: r/hytale
  • Bot probability: Low (10%)
  • Snippet: submitted by <a href="ht…

Export Player character and import as NPC.. Is there a fast way to do all the attachments/cosmetics?

  • Subreddit: r/hytale
  • Bot probability: Low (18%)
  • Snippet: With the "Hytale Avatar Loader" it is a fairly straight forward and fast process to get your Hytale avatar into Blockbench. Putting it back into the game as an NPC isn't difficult either... however, with all the attachments it becomes quite time consuming. Matching the correct models and textures, going back from checking which pieces are needed and adding them one by one thro…

Has anyone else had this problem?

  • Subreddit: r/hytale
  • Bot probability: Low (5%)
  • Snippet: I just made a Hytale account (registered 16 minutes ago) and it will not let me change the username. EVERYTHING comes back with username is not available. Random numbers/ text = username is not available. Coherent usernames come back with the same thing so I don’t know what’s wrong, I’m not going over the character limit either. submitted by <a hr…

Have they added mob spawn proofing yet?

  • Subreddit: r/hytale
  • Bot probability: Low (10%)
  • Snippet: As the title asks. I've been away from the game for a few updates waiting for some new stuff MAINLY mob spawn proofing, was getting annoyed coming back to my base and seeing void mobs and skeletons inside it. I know most of the updates have been back end or gameplay systems so was hopin' one of the updates added a way to spawn proof. submit…

How to paste a prefab while keeping the empty blocks empty ?

  • Subreddit: r/hytale
  • Bot probability: Low (10%)
  • Snippet: <!--…

Hytale - Chapter 1 Preview Blog Post

  • Subreddit: r/hytale
  • Bot probability: Low (26%)
  • Snippet: SOURCE - Highly recommended to view images and videos! Hello everyone, this is Simon, Game Director of Hytale and founder of Hypixel! Today, we are going to take a first look at Chapter 1 and everything around it. Since the Early Access launch, we've been shipping weekly, but we've deliberately h…

Item bloat, especially with ingredients.

  • Subreddit: r/hytale
  • Bot probability: Low (10%)
  • Snippet: I've been diving into Hytale for the second time. I'm so in love with many aspects of the game (art style in particular), but I am once again coming up against the same wall that I hit last time I played, and that is: item bloat. How do others feel about this? I don't see it widely discussed. The exploration and crafting are generally great, but there are just too many items a…

Quick Access Items (Toolbelts and more!) 1.2.0 Released!

  • Subreddit: r/hytale
  • Bot probability: Low (28%)
  • Snippet: <!-- SC…

Update 6 - Pre-Release 9 - July 23rd, 2026

  • Subreddit: r/hytale
  • Bot probability: Low (26%)
  • Snippet: Link to previous patch notes. ---- Link to source (Note: Part 8 featured an emergency security fix) Pre-Release (Update 6 Part 9)<a href="https://hytale.com/news/2026/5/pre-rele…

Voici une tour que j’ai construit.

  • Subreddit: r/hytale
  • Bot probability: Low (10%)
  • Snippet: J’ai fait cette tour en bois de g…

22, Nervous about Risks / ETF vs Individual Stocks

  • Subreddit: r/investing
  • Bot probability: Low (10%)
  • Snippet: I’m 22 and currently have around $15k invested, mostly in VOO and QQQM. I contribute consistently and plan on holding long term. I keep hearing people say that if you want to become seriously wealthy, you need to pick individual stocks and that ETFs won’t get you there. I understand individual stocks have more upside, but I also don’t want to take unnecessary risk trying to fi…

Are bond investors getting nervous about AI spending before stock investors?

  • Subreddit: r/investing
  • Bot probability: Low (10%)
  • Snippet: I’ve been reading about how much debt large tech companies are issuing to fund AI, and I’m starting to wonder if the bond market is becoming more cautious before the stock market does. Stock investors still seem willing to accept huge AI spending as long as revenue keeps growing. Bond investors, however, care more about whether these projects will generate enough cash to cover…

Beleggen met cash dat in vennootschap zit

  • Subreddit: r/investing
  • Bot probability: Low (10%)
  • Snippet: Hallo allemaal, In de familie kijken we naar de opties voor overtollige cash binnen een vennootschap die voor minstens 10 jaar niet nodig is voor de werking. Welke mogelijkheden zien jullie voor een langtermijnhorizon als deze? En hoe pakken andere ondernemers dit in de praktijk aan? Alvast bedankt voor jullie visie en ervaringen. s…

Bought almost $30k of physical gold near the top.

  • Subreddit: r/investing
  • Bot probability: Low (10%)
  • Snippet: 28M Started buying physical gold earlier this year and, looking back, my timing couldn’t have been much worse. I put about €25.8k (~$29.4k) into ÖGUSSA gold bars and I’m down around 20% right now. I’m not planning to sell. I bought it as a long-term store of value, so the short-term price swings don’t really change my plan. Just …

China’s CXMT Surges 466% in Asia’s Largest IPO of 2026

  • Subreddit: r/investing
  • Bot probability: Low (18%)
  • Snippet: China’s DRAM giant, Changxin Technology Group (CXMT), made headlines with a massive 466% surge on its Shanghai STAR Market debut, raising $8.6 billion and briefly becoming China’s most valuable listed stock at a $487 billion market cap. For those watching the semiconductor space this eye-popping first-day gain was largely a classic low-float squeeze with only about 7% of shares avail…

Custodial Brokerage Compounding

  • Subreddit: r/investing
  • Bot probability: Low (5%)
  • Snippet: Disclaimer: I AM NOT ASKING FOR ADVICE! I am simply asking what other stocks people like that are lower risk. I am an adult human capable of researching and making decisions on my own about what my money goes into. Howdy! I have a child and recently was hired onto a new job making good money. My parents grew up very wealthy but never set anything…

Daily General Discussion and Advice Thread - July 27, 2026

  • Subreddit: r/investing
  • Bot probability: Low (5%)
  • Snippet: Have a general question? Want to offer some commentary on markets? Maybe you would just like to throw out a neat fact that doesn't warrant a self post? Feel free to post here! Please consider consulting our FAQ first - https://www.reddit.com/r/investing/wiki/faq And our <a href="https://www.reddit.com/r/investing/about/…

Daily General Discussion and Advice Thread - July 28, 2026

  • Subreddit: r/investing
  • Bot probability: Low (5%)
  • Snippet: Have a general question? Want to offer some commentary on markets? Maybe you would just like to throw out a neat fact that doesn't warrant a self post? Feel free to post here! Please consider consulting our FAQ first - https://www.reddit.com/r/investing/wiki/faq And our <a href="https://www.reddit.com/r/investing/about/…

Does taking RMDs negate NUA?

  • Subreddit: r/investing
  • Bot probability: Low (10%)
  • Snippet: I am researching NUA for stock in a 401k. I found this paragraph on Fidelity’s site. It sounds like if RMDs have been issued from a 401k in previous years, it negates NUA. From Fidelity: If you have taken out RMDs in past years from your 401(k) prior to the current year, you are disqualified from using NUA treatment on company stock. If you have taken only your RMD dist…

Here's why I don't think it's time to sell AMZN

  • Subreddit: r/investing
  • Bot probability: Low (5%)
  • Snippet: AMZN has fallen about 10% in the last two weeks. With earnings on July 31, it's tempting to assume the market is pricing in disappointing results or the start of a bigger correction. I'm not convinced. I think Amazon is likely to at least meet analyst expectations, if not beat them, with AWS expected to remain a major strength. The date I'm paying closer attention to is…

How do you guys stay up to date on latest stock market news?

  • Subreddit: r/investing
  • Bot probability: Low (10%)
  • Snippet: I'm a big stock market enthusiast and I like staying up to date on what's going on in the market. I want to do deep dives on big tech earning calls, know why a stock is crashing, what are some expected upcoming IPOs, etc. Currently I will skim some news articles in the morning or at lunch that will catch me up on these things. These are usually on Yahoo finance or just google…

how much would you realistically pay for software that gave you hedge fund tools?

  • Subreddit: r/investing
  • Bot probability: Low (5%)
  • Snippet: As the title says I’m curious on the opinions of you guys, Not just an AI slop report but full-on institutional analysis on ANY stock, option or derivative Think things like the Options Greeks etc as well as any medium of measurement or analysis? Software that finally breaks down the gap between the funds and the average retail trader. edit: all I asked fo…

How would you rate my portfolio?

  • Subreddit: r/investing
  • Bot probability: Low (10%)
  • Snippet: F28 Annual Income 110k Cash: 65k 401K: 195k 100% SP500 Index Roth: 65k 80% FZILX, 12.5% GOOG, 7.5% CAT Brokerage: 245k 25% NVDA 12.8% MU 9.7% BRK.B 8.5% GOOG 6.8% CAT 5.4% SLS 5.1% RDDT 4.4% LLY 4.4% UUUU 3.7% ASTS 3.4% RKLB 3.2% JPM 3.2% INFQ 2.2% JNJ <p…

I lost 3k in stocks and options, how do I come back from this?

  • Subreddit: r/investing
  • Bot probability: Low (18%)
  • Snippet: Hi All. I am a 23 year old with my first real job. I've been living at home for a year, and during that year I've maxed out my Roth IRA and have 14k in my 401k. Due to my increased income from living at home, I decided to see if I could make some extra income in the stock market. I bought memory stocks about a month ago, and lost about 2.5k until today. Today, due to the loss, I deci…

Investing and Trading Scam Reminder

  • Subreddit: r/investing
  • Bot probability: Low (20%)
  • Snippet: For those new to Reddit and to investing and trading - please be aware that social media platform like Reddit, Discord, etc. can be a vector for scams and fraud. This includes review sites such as Trustpilot and similar reputation sites. Offers to DM should be viewed as suspicious. Social media platforms continue to be a common method to recruit new investors to scams…

Irish domiciled/US domiciled ETF's

  • Subreddit: r/investing
  • Bot probability: Low (10%)
  • Snippet: Non US resident here , should i invest into Irish domiciled etf or US domiciled etf . I am aware that its possible to avoid US estate tax through Irish domiciled etfs. however, US domiciled etfs have lower expense ratio and greater liquidity. Which one is the better option? submitted by /u/zin…

Looking at $DECK as a strong value play

  • Subreddit: r/investing
  • Bot probability: Low (10%)
  • Snippet: Ive been going through Schwab’s list of A picks this week and $`DECK stood out to me. Honestly, when I first saw the ticker I gad thought "is this black and decker?" It turns out the are the shoemaker behind Uggs and Hoka...I never got the appeal of uggs, but i knew Hoka were a good brand of running shoes but that was about it...looking behind the A rating on Schwab, i found a compan…

StartEngine is a SCAM and NO ONE should use them

  • Subreddit: r/investing
  • Bot probability: Low (10%)
  • Snippet: StartEngine is a SCAM to lure in investment money from retail investors and RUG PULL their money to further benefit the upper 1%. THIS is an example of how Capitalism is failing our country. Let me explain: I like the idea of Start Engine. Giving non institutional investors an opportunity to get in early on projects. Does that mean every project succeeds . . . of course not. Y…

The Capital Cycle Theory For AI

  • Subreddit: r/investing
  • Bot probability: Low (5%)
  • Snippet: History rhymes or repeats, who cares? The capital cycle theory is simplistic and just wonderful. It is also common sense. Created by Marathon Asset Management, it simply explains a cycle. Where there is an asset that is underinvested, leading to successful investment and corresponding successful returns. Then the world finds out, and the asset becomes overinvested, and returns fall, …

Time to sell Disney after 5-6 years

  • Subreddit: r/investing
  • Bot probability: Low (10%)
  • Snippet: It’s been 5-6 years guys and the stock hasn’t moved. No loss no gain just stay still. Lost opportunities. I could’ve used the money to invest elsewhere. Also loss due to inflation. I’m just going to sell at even and invest elsewhere, even NFLX may be better. submitted by /u/BigBellyBelly <b…

Top ways to invest in innovative companies through ETFs? High risk appetite

  • Subreddit: r/investing
  • Bot probability: Low (10%)
  • Snippet: I have 40% in VOO/QQQM and another 40% in VBR and IEFA. I need to invest remaining 20% in satellite portfolios. I have high risk appetite and long-term investment horizon. I am looking at ways to invest in highly innovative and disruptive companies that offer huge upside potential. I am not looking for more index funds to add and would like to have more active exposure th…

What is your monthly investment plan?

  • Subreddit: r/investing
  • Bot probability: Low (10%)
  • Snippet: I am planning on investing €500 every month My no more than 3 different ETFs, at least for now - 250 in VUSA (low risk) - 150 in exus.eu ( diversify outside USA) - 100 in EMIM (emerging markets can be a bit risky,but why not? Reasoning behind it is to keep it balanced and spread out without being to thin of a spread. Do you have a plan o…

What would you do given this

  • Subreddit: r/investing
  • Bot probability: Low (18%)
  • Snippet: AAPL Initial: $20K Now: + $1500 (~8%) MSFT Initial: $10k Now: + $8 GOOGL Initial: $10k Now: - $950 (-9.5%) All these were bought in the start of July 2026, so they’re only one month old. What would you do given this initial profile if you don’t need this money for a minimum of 5 years? Trade it? Hold it? Contemplating to sell MSFT an…

Why do so many people believe 'Mag 7' companies in 2050 do not exist yet ?

  • Subreddit: r/investing
  • Bot probability: Low (28%)
  • Snippet: Apple, Amazon, Google, Microsoft, and Meta are unlikely to simply collapse. These companies are highly diversified, have enormous financial resources, and can acquire or invest in emerging competitors before they become major threats. People often point to examples like AOL, Blockbuster, Barings Bank, and Sears as evidence that dominant companies can disappear, but those busin…

Yesterday most of the market actually went up.

  • Subreddit: r/investing
  • Bot probability: Low (18%)
  • Snippet: The Dow gained 537 points and the S&P 500 finished slightly higher, while the Nasdaq fell. Coca-Cola, Sherwin-Williams and Illinois Tool Works all had strong days, but Micron, AMD and Applied Materials dropped around 8–9%. For years, one of the biggest complaints about the market was that too much of the index depended on AI and a small number of tech companies. Now…

Anime

  • Subreddit: r/jellyfin
  • Bot probability: Low (10%)
  • Snippet: Good evening you lovely lot of people Just a quick one on my jellyfin server for some reason certain anime doesn't show up in seasons its just one season with all the episodes, how would one force it to show all the seasons separately I have tried multiple plugins and all seasons are separate and called season 1 season 2.......ect but still only shows one season with …

Any way to make a Jellyfin "box", where it's the only app available?

  • Subreddit: r/jellyfin
  • Bot probability: Low (10%)
  • Snippet: I was thinking about picking up one of those cheap Onn brand Android sticks and seeing if there was a way to flash something custom onto it so my kids can't use anything else. They have a tendency to watch other apps all day when I'm not home and other things like Adguard have been unreliable in stopping it. I have a feeling there isn't something like that right now, and the c…

Apache alias setup

  • Subreddit: r/jellyfin
  • Bot probability: Low (5%)
  • Snippet: Running a lamp server with ubuntu server os. I'm looking to host jellyfin via an alias as I have a few other things on my server. I figure I could just use the directory of where ever the default html page is ie what gets shown when going to local.ip:8096 however I cannot find it. Where is this directory? Thanks for any help. submitted by …

Artwork reverting back to default

  • Subreddit: r/jellyfin
  • Bot probability: Low (10%)
  • Snippet: So every time I refresh my library any artwork I've changed reverts back to whatever the default is. Is there some option I'm missing in the settings to prevent this from happening? submitted by /u/cconn882 <a href="https://www.reddit.com/r/jellyfin/comments/1v91xoz/artwork_re…

Automatic collections by type? For example, All Tarantino movies collection

  • Subreddit: r/jellyfin
  • Bot probability: Low (10%)
  • Snippet: I have the 2 collection creating plugins, can I set them up to automatically make collections by franchise (movies+shows), director, country of origin etc.? submitted by /u/Hockex-4 <a href="https://www.reddit.com/r/jellyfin/comments/1v9ouhr/automatic_collections_by_type_for_example_…

CPU recommendations

  • Subreddit: r/jellyfin
  • Bot probability: Low (5%)
  • Snippet: I am looking to start a homelab for self hosting and jellyfin is one of the services i want to run. I just wanted any recommendations on CPUs to look for when starting out? I am going to just be watching in 1080p and only one user/device in use at a time, along with remote viewing. Any help is greatly appreciated! submitted by <a href="http…

does this plugin already exist?

  • Subreddit: r/jellyfin
  • Bot probability: Low (10%)
  • Snippet: say you have a series with multiple audio tracks (eng, kor, jap, rus, etc.). sometimes despite the series being a foreign one, the default audio is english. or maybe if the series is english, the default is russian. are there any plugins that would allow us to set the language per show? i know there's a default language setting within the client, but that's client-wide. watchi…

ElegantFin alternative layout?

  • Subreddit: r/jellyfin
  • Bot probability: Low (10%)
  • Snippet: <a href="https://preview.redd.it/r27li37m4zf…

Feature Request: Allow Collections to have categories/groups for better library organization

  • Subreddit: r/jellyfin
  • Bot probability: Low (5%)
  • Snippet: I think Jellyfin would benefit from supporting multiple Collection categories/groups. Right now, Jellyfin has one single Collections section where everything is mixed together. This works fine for smaller libraries, but once you have dozens of collections it becomes difficult to manage. My personal issue is that I want to keep my media library clean and organized. I cur…

How to increase home screen tab item limit?

  • Subreddit: r/jellyfin
  • Bot probability: Low (10%)
  • Snippet: How do you increase the amount of movies or tv shows in a home screen tab? For example, I have a tab for recently added movies, but you can only see like 16 of the most recently added ones. This is nowhere near enough. I want to adjust it to be like 999. I already tried with Kefintweaks, and that works, but only for my local machine. I need it to work on any device tha…

Is anyone developing a Jellyfin-native OS similar to LibreELEC/CoreELEC, but without Kodi?

  • Subreddit: r/jellyfin
  • Bot probability: Low (10%)
  • Snippet: Hi everyone, I’m wondering if there is any project being developed that aims to create something similar to LibreELEC or CoreELEC, but built specifically around Jellyfin instead of Kodi. My current setup uses CoreELEC on an Odroid N2 with the Jellyfin for Kodi add-on. It works reasonably well and, most importantly, gives me proper HDMI audio passthrough to my AV receiver,…

Is there a way to make a 'smart' playlist?

  • Subreddit: r/jellyfin
  • Bot probability: Low (10%)
  • Snippet: Sorry if this is stupid and/or confusing. I'm looking for a way to create a playlist of shows that, once watched, will put the next episode in that slot? I used to use DizqueTV, but am way more into Jellyfin these days, I'd just love to have a daily lineup of the current stuff I'm watching. For example, I create a Smart Playlist with: Show A (S02E04), Show B (S05E01), S…

Jellyfin Media Player On Desktop Troubleshooting

  • Subreddit: r/jellyfin
  • Bot probability: Low (5%)
  • Snippet: I've been trying to troubleshoot this issue for a few days now and I'm now at a loss as to what I'm missing. I have the UGreen NAS DXP4800 Plus that I use as a media server and know that the device is more than capable to run 4K content with no issues even on multiple devices. And in fact, when I play 4K content on my phone and even my Apple TV, it all plays with no issues and looks …

Jellyfin Recommendations: Turn user favorites into recommendations

  • Subreddit: r/jellyfin
  • Bot probability: Low (28%)
  • Snippet: <img src="https://external-preview.redd.it/Fyu2ZYs0cYULiFu2AUthyr-VofREPMNne6B4Hj8low8.png?width=640&crop=smart&auto=webp&s=d49a63e3df8bbbe189c0fad96baf620a53f9f55c" alt="Jellyfin Recommendations: Turn user favorites into recommendations" title="Jellyfin Recommendations: Turn u…

Jellyfin v12.0-RC3

  • Subreddit: r/jellyfin
  • Bot probability: Low (28%)
  • Snippet: 🚀 We are pleased to announce the third release candidate preview release of Jellyfin 12.0! 🚀 This is a preview release, intended for those interested in testing 12.0 before it's final public release. We welcome testers to help find as many bugs as we can before the final release.</…

Large Scale Considerations?

  • Subreddit: r/jellyfin
  • Bot probability: Low (5%)
  • Snippet: Hello good people, I am planning to spin up a jellyfin server on an intranet(kind of an office setup thing) and am expecting about 200 concurrent users(500 in total). The available media size is about 50TB. I understand that I need quite some production grade hardware(servers, GPUs) for this, but not sure on the specifics. Has anyone served jellyfin on this scale? What we…

Mediabar and experimental display

  • Subreddit: r/jellyfin
  • Bot probability: Low (5%)
  • Snippet: Hey guys, newbie here i recen…

Need help with Transcoding settings

  • Subreddit: r/jellyfin
  • Bot probability: Low (5%)
  • Snippet: Hi everyone, I'm havi…

New Swiftfin release for iOS & tvOS: 1.5

  • Subreddit: r/jellyfin
  • Bot probability: Low (18%)
  • Snippet: We are excited to announce the next release for our native iOS, iPadOS, & tvOS client! https://github.com/jellyfin/Swiftfin/releases/tag/1.5 This release has a some major changes! Please find the highlight items below: - <a href="https://github.com/jellyfin/S…

Newbie Questions

  • Subreddit: r/jellyfin
  • Bot probability: Low (5%)
  • Snippet: Hey everyone, I am brand new to this whole idea...Like, I didn't even know Jellyfin existed 24 hours ago. Unfortunately, I'm not a techy person. I have no idea what any of this stuff means or how to do it...I don't even know what a "server" is to be honest with you. I also don't have anyone to ask about this. Google is free, sure, but I trust real people living through the sam…

Pausing playback next day buffering upon resume

  • Subreddit: r/jellyfin
  • Bot probability: Low (5%)
  • Snippet: If I pause a movie halfway through and then go back to watch it the next day from the pause point, sometimes the movie repeatedly buffers. I had this issue on my LG TV with the webos app. I figured it was my TVs app. I switched to a onn 4k pro 2026 and figured that would solve my issues. I am now having the same issue. Jellyfin 10.11.8 Running in docker Direct pl…

Streaming box upgrade/replacement

  • Subreddit: r/jellyfin
  • Bot probability: Low (18%)
  • Snippet: As the title says im looking to replace my current streaming box, first a bit of context I started my media server journey 2 years ago by running a Plex media server on my gaming pc. After a bit of research I picked up a FireStick 4k Max 2nd gen as a client device as it seemed to fit my requirements Recently(few weeks ago) I made the move over to Jellyfin, reason…

Strugglin from Plex to Jelly. Need some help please

  • Subreddit: r/jellyfin
  • Bot probability: Low (5%)
  • Snippet: Server runs on Win 11 and a NVIDIA RTX 2060 Super. Smartfin installed on iPhone and libraries load up just fine, same goes for MacBook Air M1. But I can’t get most of files to play. h.264/AVC10 plays, h.265/HEVC does not. Question regarding the hardware transcoding settings: Do I set those for every client or based on the specs of the server? And if it’s server, what …

Webhook jellyfish for Betaseries

  • Subreddit: r/jellyfin
  • Bot probability: Medium (36%)
  • Snippet: Hello, Config webhook sync for Betaseries https://github.com/Smeagolworms4/jellyfin-webhook-betaseries Good day submitted by /u/Fabulous_Aside_9418 <a href="https://www.reddit.com/r/jellyfin…

Why some series wont identify the seasons or arcs

  • Subreddit: r/jellyfin
  • Bot probability: Low (10%)
  • Snippet: submitted by …

AI supply chain security is our biggest blind spot, how do you track what AI pulls into the cluster

  • Subreddit: r/kubernetes
  • Bot probability: Low (18%)
  • Snippet: Had a weird one last month. One of our services pulled in a package I had never heard of, 11 stars on GitHub, one maintainer, last commit over a year ago, and it was running in a container before anyone had asked a single question about it. Turned out an assistant suggested it for one helper function, dev just took the suggestion. A lot of our manifests and dependency files ar…

Cloud engineering roadmap

  • Subreddit: r/kubernetes
  • Bot probability: Low (5%)
  • Snippet: Ive been into learning cloud engineering, However i feel very lost between all the different topics and courses that i need to learn. I tried making customized roadmaps using AI like claude and gemeni but neither of them would have a stable opinion about the roadmap they provide me. For example they might evaluate it as the " Perfect roadmap " yet using the same prompt to eva…

CPU throttling on Quarkus/GraalVM native K8s operator despite low avg CPU usage — thread count culprit?

  • Subreddit: r/kubernetes
  • Bot probability: Low (10%)
  • Snippet: Setup: K8s operator, Java/Quarkus + Java Operator SDK, compiled as native GraalVM image. Pod: limits.cpu: 300m, limits.memory: 256Mi. Symptom: container_cpu_cfs_throttled_periods_total shows constant throttling (~1.2-1.7/s, stable over 24h), but container_cpu_usage_seconds_total averages only ~13% of the limit. No correlation with traffic/polling timers — just a flat plateau.<…

Excerpt from Hugging Face's post-mortem on the OpenAI attack: A friendly reminder about privileged pods

  • Subreddit: r/kubernetes
  • Bot probability: Low (10%)
  • Snippet: <img src="https://preview.redd.it/5ix12gwr12gh1.png?width=640&crop=smart&auto=webp&s=f2f653a2330ea35ebaee7c1316697094c8ff61b9" alt="Excerpt from Hugging Face's post-mortem on the OpenAI attack: A friendly reminder about privileged pods" title="Excerpt from Hugging Face's post-mort…

GKE tutorial for GPU Fungibility via Dynamic Resource Allocation and Custom Compute Classes

  • Subreddit: r/kubernetes
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/Fpavr0mA3Px4qZr6RrMTNTcI2KbOr4C7Mxfc_D_2v9s.png?width=640&crop=smart&auto=webp&s=5906a53c7a872c50ee857a506ac4de0a2f3cc6b5" alt="GKE tutorial for GPU Fungibility via Dynamic Resource Allocation and Custom Compute Classes" title="GKE tutori…

Guide+Repo integrating Flux & OpenBao without secrets

  • Subreddit: r/kubernetes
  • Bot probability: Low (10%)
  • Snippet: Hey friends, we have fresh guide about bootstrapping OpenBao as your KMS without any secrets. Lots of Flux users use SOPS, and we also know there are a lot of folks using Vault and OpenBao. We also show a sovereign key signing workflow that doesn't depend on any internet infra, and the demo has a reproducible repo. This is a really nice workload-identity use-case made possi…

Helm deployment to kubernetes

  • Subreddit: r/kubernetes
  • Bot probability: Low (18%)
  • Snippet: submitted by /u/yougonnagetsome [link] [comments]

Home lab kubernetes

  • Subreddit: r/kubernetes
  • Bot probability: Low (10%)
  • Snippet: I’m running kubernetes at home. Have 3 control plane servers all high available with Haproxy and keepalived. 2 worker nodes running webui and ollama 3.1:8b. I have separate Ubuntu servers running Docker containers. with 1 running gitlab, gitlab runner, miniio and mlflow. The other Ubuntu server runs Prometheus and Opensearch (SIEM) getting logs and device data from no…

How are stateful apps typically deployed in real-world Kubernetes clusters

  • Subreddit: r/kubernetes
  • Bot probability: Low (10%)
  • Snippet: Hey everyone, I'm pretty new to Kubernetes and have been using it for a side project to learn. Right now I'm trying to decide whether I should run only stateless services in my cluster, or also deploy things like PostgreSQL, Kafka, Redis, etc. as StatefulSets. I know both approaches are possible, but I'm curious what people actually do in production. Do most teams keep …

How should I handle database migrations in a Kubernetes cluster? ( using kind for local dev)

  • Subreddit: r/kubernetes
  • Bot probability: Low (18%)
  • Snippet: Hey everyone! I'm pretty new to Kubernetes and currently using kind to learn locally through a microservices project. I'm trying to figure out the standard / best-practice way to handle database migrations for my application inside the cluster. So here is my setup: - 5 Node + express microservices - All 5 services with their own Postgres DB, with Drizzle ORM running,…

I built an AI agent that right-sizes pods from kubectl top — here's the approach and the one rule that stops it from OOMKilling everything

  • Subreddit: r/kubernetes
  • Bot probability: Medium (48%)
  • Snippet: Been fighting cluster cost creep and finally automated the tedious part: reading per-pod usage vs. configured requests and generating right-sizing recommendations. The core idea is dead simple. Two data sources: - kubectl top pods -n --containers for actual usage - kubectl get pods -n -o json for configured requests/limits Diff them per pod and y…

If an AI agent had kubectl access to your cluster, what RBAC would you actually give it, and would you trust the audit log alone?

  • Subreddit: r/kubernetes
  • Bot probability: Low (5%)
  • Snippet: Founder of Server4Agent (agent-app hosting), disclosing that upfront. No link, not selling, genuinely curious how people operating real clusters actually think about this. Agents that can run kubectl are moving from "interesting demo" to "thing someone actually wired up" pretty fast. The easy answer is "give it a read-only ServiceAccount," but the whole reason people want this…

In-house LLM Inference on Kubernetes: A Production Runbook

  • Subreddit: r/kubernetes
  • Bot probability: Low (28%)
  • Snippet: <img src="https://external-preview.redd.it/i2VSqJV3fIiBfT9RQcgg0s05KTs9eIx5ODs4Le2R23k.png?width=640&crop=smart&auto=webp&s=ebed6f9a5fc3cb7877d44a11b9de77b948f1bbbf" alt="In-house LLM Inference on Kubernetes: A Production Runbook" title="In-house LLM Inference on Kubernetes: A…

Is PSI secure browser supported in Fedora 44

  • Subreddit: r/kubernetes
  • Bot probability: Low (8%)
  • Snippet: Please help submitted by /u/Quick_Variety7360 [link] [commen…

Istio: does envoy capture all outbound traffic?

  • Subreddit: r/kubernetes
  • Bot probability: Low (5%)
  • Snippet: I’m starting to learn about Istio. So far I see it adds proxies to handle the various in/out connections, including common things like retries (I think), intercepting the pod’s advertised ports, etc. One question I’m having troubles finding the answer to definitively: does it capture all outbound traffic? Or only traffic destined for other services Istio is …

Kubernetes CPU throttling: why a pod at 40% CPU can still get throttled (CFS)

  • Subreddit: r/kubernetes
  • Bot probability: Low (10%)
  • Snippet: Disclosure: I'm affiliated with RoszigIT, where this article is published. Sharing because the mechanics are worth discussing, not to pitch anything. I tried to make it technical as always. Pod can have 40% cpu usage in metrics and still have performance issues How a burst that uses all 4 cores can exhaust a whole period's quota in 50ms real-time, freezing the c…

Kubernetes Study Plan Review – Am I on the Right Track?

  • Subreddit: r/kubernetes
  • Bot probability: Low (5%)
  • Snippet: Hi everyone, I'm a Linux Systems Engineer with around 4 years of experience working with RHEL, VMware, Docker, web servers, automation, and infrastructure. While I have a solid infrastructure background, Kubernetes is completely new to me. I recently started learning Kubernetes with Mumshad Mannambeth's Udemy course and have been completing the labs alongside the videos…

kubernetes the second time around

  • Subreddit: r/kubernetes
  • Bot probability: Low (10%)
  • Snippet: I started a new role where my team will be re-platforming our cloud infra as the person who did it before made some strange decisions (every resource type in it's own VPC so they need to go via transit gw to talk to each other ). so effectively greenfielding everything including a K8S cluster that runs a few thousand containers. Curious of what best practices or things …

Monthly: Who is hiring?

  • Subreddit: r/kubernetes
  • Bot probability: Low (18%)
  • Snippet: This monthly post can be used to share Kubernetes-related job openings within your company. Please include: Name of the company Location requirements (or lack thereof) At least one of: a link to a job posting/application page or contact details If you are interested in a job, please contact the poster directly. <…

Solving the Multi-Contributor Challenge with Kubernetes and Ephemeral Environments

  • Subreddit: r/kubernetes
  • Bot probability: Low (30%)
  • Snippet: <img src="https://external-preview.redd.it/7LzIcwLztmN7hAm56hivS-AtcKli6RIo-khcneDc838.png?width=640&crop=smart&auto=webp&s=4762dd8687678729b3eb0631f2ca120a87e4dfac" alt="Solving the Multi-Contributor Challenge with Kubernetes and Ephemeral Environments" title="Solving the Multi-Co…

Status section of definition file

  • Subreddit: r/kubernetes
  • Bot probability: Low (10%)
  • Snippet: Hi all I want to ask, i dont really understand the status section of a pod definition file. is status section only for existing pods and not for creating/updating new pods? is kubelet the one updating status section of an existing pod? if i do kubectl get pod mypod -o yaml > pod.yaml and apply the pod.yaml, does kubernetes ignore status section becau…

Weekly: Questions and advice

  • Subreddit: r/kubernetes
  • Bot probability: Low (8%)
  • Snippet: Have any questions about Kubernetes, related tooling, or how to adopt or use Kubernetes? Ask away! submitted by /u/AutoModerator [link] <a href="https://www.reddit.…

Weekly: Share your victories thread

  • Subreddit: r/kubernetes
  • Bot probability: Low (18%)
  • Snippet: Got something working? Figure something out? Make progress that you are excited about? Share here! submitted by /u/AutoModerator [link] <a href="https://www.…

What actually stops your team from rightsizing Kubernetes pods and reducing idle cluster waste?

  • Subreddit: r/kubernetes
  • Bot probability: Low (30%)
  • Snippet: "Hey everyone, I’m building an open-source/lightweight FinOps telemetry agent that generates P95 VPA rightsizing recommendations and safe YAML patches. Before I write more code, I want to make sure I’m solving real pain points. Whenever I talk to SREs, they mention a few common issues: <ol…

Who should own an agent's execution state when Kubernetes kills the pod mid-workflow?

  • Subreddit: r/kubernetes
  • Bot probability: Low (5%)
  • Snippet: Disclosure: I work with Diagrid, the company founded by the creators of Dapr, on tooling for running Dapr agents and workflows in production. I am asking to compare responsibility models, not to argue that every Kubernetes workload needs Dapr. Kubernetes is doing its job when it reschedules a pod. The problem is that a long-running agent may have been halfway through doing its…

PAPER GPQA, MMLU-Pro, and MMMU-Pro were audited for broken questions, and up to 12% of them had to be removed. New drop in clean versions released

  • Subreddit: r/LocalLLaMA
  • Bot probability: Low (28%)
  • Snippet: <img src="https://external-preview.redd.it/dA5pwmkvUvz3lNMrhJR9OFc-ChoginftXNYjPKO_HAo.png?width=640&crop=smart&auto=webp&s=3d79bed8e3bb1e04f8652af6778a0784cccf7717" alt="[PAPER] GPQA, MMLU-Pro, and MMMU-Pro were audited for broken questions, and up to 12% of them had to be rem…

A 5B-active model doesn't know much, and I've stopped counting that as a flaw

  • Subreddit: r/LocalLLaMA
  • Bot probability: Low (10%)
  • Snippet: <img src="https://preview.redd.it/x8pk741790gh1.png?width=640&crop=smart&auto=webp&s=8bde0a7820a778e06d5af7983c0dc9cdb50522a3" alt="A 5B-active model doesn't know much, and I've stopped counting that as a flaw" title="A 5B-active model doesn't know much, and I've stopped coun…

A.X-K2 released

  • Subreddit: r/LocalLLaMA
  • Bot probability: Low (18%)
  • Snippet: https://huggingface.co/skt/A.X-K2 <p…

Agenta: an open-source Claude Cowork alternative where you can use self-hosted models (and any harness)

  • Subreddit: r/LocalLLaMA
  • Bot probability: Medium (46%)
  • Snippet: <img src="https://preview.redd.it/uykxkzbqh1gh1.png?width=640&crop=smart&auto=webp&s=34b930f30addfb5f2a28adf663a35a8f2f78d84b" alt="Agenta: an open-source Claude Cowork alternative where you can use self-hosted models (and any harness)" title="Agenta: an open-source Claude Cowor…

Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident

  • Subreddit: r/LocalLLaMA
  • Bot probability: Low (10%)
  • Snippet: <img src="https://external-preview.redd.it/7PWDJaIokrWE4_F2hjHHq_uSZR1YDgV9KxVTPwUAn9c.png?width=640&crop=smart&auto=webp&s=1790b2a52b2de6d7d46dfc08fdcc94da60e189dc" alt="Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident" title="Anatomy of a …

Appreciation for Gemma 4 26b A4b

  • Subreddit: r/LocalLLaMA
  • Bot probability: Low (10%)
  • Snippet: I really love this model, I have been using the q4_k_l by Bartowski (I have heard QAT is quite the downgrade in some aspects) and it handles every task I throw at it easily. Agentic and coding performance is not as good as Qwen of course but good enough and I have found myself to be constantly surprised by it considering the size and speed. I really like its personality. It's …

Built and released BetterGPT-150M – A compact 150M parameter completion model (+ live HF Space demo)

  • Subreddit: r/LocalLLaMA
  • Bot probability: Low (28%)
  • Snippet: Hey everyone, ​I recently finished pre-training BetterGPT-150M, a small, lightweight causal language model with ~152 million parameters.Trained on 15B tokens. Dataset & Training: Trained across stable and annealing phases using curated datasets (including FineWeb-Edu, fine maths, cosmopedia, starcode-python), ensuring strong capability retention while maximizing tok…

DeepSeek V4 Flash, up to 32 tok/s on AMD Ryzen AI MAX+ 395

  • Subreddit: r/LocalLLaMA
  • Bot probability: Low (28%)
  • Snippet: <…

dropped 4k on a spark, am I crazy?

  • Subreddit: r/LocalLLaMA
  • Bot probability: Low (10%)
  • Snippet: Saw that the Asus Ascent 1tb was going for $3,950 from a few sources, couldn't stop thinking about it, finally just went ahead and did it. Am I completely insane? Will I regret this? I can't imagine the price will go down any time soon, so it seems like a good idea and I genuinely make good use of qwen 3.6 35BA3B on my current rtx5070ti, my biggest concern is only that it sounds like…

Gemini Distillation Service

  • Subreddit: r/LocalLLaMA
  • Bot probability: Low (18%)
  • Snippet: So looks l…

I got Kimi-k3 running.....

  • Subreddit: r/LocalLLaMA
  • Bot probability: Low (28%)
  • Snippet: Results: prompt eval: 40 tokens / 97.5s → 0.41 tok/s eval: 400 tokens / 1769.9s → 0.23 tok/s total: 440 tokens / 1867s (31 min) Prompt: "Write a C++ function that reverses a linked list in place. Explain the pointer manipulation." How I ran it: Using <a href="https://github.com/ggml-org/llama.cpp/pull/26185"…

I tried running a 1.56TB MoE model on a 6GB RTX 4050 Laptop, Here’s the result

  • Subreddit: r/LocalLLaMA
  • Bot probability: Low (10%)
  • Snippet: The Test Bench Setup I tested running a massive 1.56TB Mixture-of-Experts (MoE) checkpoint (96 shards, 93 layers, 896 experts/layer, ~4.46 bits/param MXFP4) on a budget gaming laptop. Laptop: HP Victus 15 GPU: NVIDIA RTX 4050 Laptop (6GB GDDR6, 96-bit interface @ 192 GB/s bandwidth, Ada Lovelace AD107) System RAM: 16GB DDR4 (Dual-Channel) Storage: S…

microsoft/Mage-VL · Hugging Face - An Efficient Codec-Native Streaming Multimodal Foundation Model

  • Subreddit: r/LocalLLaMA
  • Bot probability: Low (10%)
  • Snippet: <img src="https://external-preview.redd.it/LYxzgRgMkB0QS3wki643sIjDzbXTknLkZXIZciX_aBQ.png?width=640&crop=smart&auto=webp&s=d9c9428153e7848f9f2f4181c68feb16d5072153" alt="microsoft/Mage-VL · Hugging Face - An Efficient Codec-Native Streaming Multimodal Foundation Model" title="micros…

Now, this: 1,100 current/former frontier-AI employees sign a petition calling for US gov't to step in for "pacing" frontier development

  • Subreddit: r/LocalLLaMA
  • Bot probability: Low (30%)
  • Snippet: <img src="https://preview.redd.it/ytciwpbqc1gh1.jpeg?width=640&crop=smart&auto=webp&s=d90b8fc82c47ef2c3d0b732f211bda1063af3c29" alt="Now, this: 1,100 current/former frontier-AI employees sign a petition calling for US gov't to step in for "pacing" frontier development" title="…

Nvidia is expected to raise GeForce RTX GPU prices again by up to 30%

  • Subreddit: r/LocalLLaMA
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/OHnm0D5XAWPA4pBJD9Xwjm7m-Odp3cdhWx_AJgD35nY.jpeg?width=640&crop=smart&auto=webp&s=28d512a1a331e8317c77b2e82af1335791d19362" alt="Nvidia is expected to raise GeForce RTX GPU prices again by up to 30%" title="Nvidia is expected to raise GeFo…

Should we be calling Elon a liar?

  • Subreddit: r/LocalLLaMA
  • Bot probability: Low (10%)
  • Snippet: Last year he said grok 3 would be open sourced in about 6 months. A year later and nada. https://x.com/elonmusk/status/1959379349322313920 submitted by /u/Terminator857 <a href="https://www.reddit.com/r/Local…

SK Hynix stock fell some 40% in the last 30 days, finally cheap RAM and GPUs again?

  • Subreddit: r/LocalLLaMA
  • Bot probability: Low (10%)
  • Snippet: They actually halted trading on the Korean stock exchange today. Finally some hope? And do you think the ruptures in the Korean market will finally free up supply again, and we can finally go back to normal? Or are we doomed to continue the hardware-starved life we endured for the past 12 months? submitted by <a href="https://www.reddit.com…

SWE-rebench Multilingual Update (Go, Java, Python, Rust, TS). Evaluated: GLM-5.2, DeepSeek-V4 Pro, Qwen3.6-27B and others

  • Subreddit: r/LocalLLaMA
  • Bot probability: Low (10%)
  • Snippet: <img src="https://external-preview.redd.it/t4cNt5D638DSOJgsxl8f-7IwJhLpxHIh7HxK5GHcBJE.png?width=640&crop=smart&auto=webp&s=9b72b5025e78c2cc97de15c8fea348f262235ecb" alt="SWE-rebench Multilingual Update (Go, Java, Python, Rust, TS). Evaluated: GLM-5.2, DeepSeek-V4 Pro, Qwen3.6-27…

White-hat hacking IS the defense to black-hat hacking. The techniques are the same. How does Dario expect companies to do it if their models refuse?

  • Subreddit: r/LocalLLaMA
  • Bot probability: Low (10%)
  • Snippet: You patch security holes by intentionally finding them. If the models refuse to do it, how can companies protect themselves against rogue AIs, whether they are Chinese or OpenAI/Anthropic themselves? The Hugging Face attack showed the world that any AI can do the unexpected. The only true safety we have is defense with equally capable, open models that are NOT strangled due to…

Zuck's opinion: The AI Future Is for Everyone

  • Subreddit: r/LocalLLaMA
  • Bot probability: Low (30%)
  • Snippet: <div class="md"…

D Self-Promotion Thread

  • Subreddit: r/MachineLearning
  • Bot probability: Medium (36%)
  • Snippet: Please post your personal projects, startups, product placements, collaboration needs, blogs etc. Please mention the payment and pricing requirements for products and services. Please do not post link shorteners, link aggregator websites , or auto-subscribe links. -- Any abuse of trust will lead to bans. Encourage others who create new posts for que…

Are single GPU research still published in ML/DL and its applications nowadays? Which are the most notable recent ones? D

  • Subreddit: r/MachineLearning
  • Bot probability: Low (28%)
  • Snippet: ML research is progressing at breakneck speed where frontier labs in both academia and industry have access to considerably large computes (GPUs). Where do small labs or independent researchers go in this context? Have you come across recent works in ML/DL and its applications (vision, language, speech, etc) where the work is good but it uses very limited compute? Maybe even s…

Built & Trained a Transformer from Scratch in Pure PyTorch for English-to-Tamil Machine Translation Math + Code Breakdown P

  • Subreddit: r/MachineLearning
  • Bot probability: Low (28%)
  • Snippet: Hi everyone! 👋 I built and trained the complete Transformer architecture from scratch using pure PyTorch (torch.nn primitives) based on the original "Attention Is All You Need" paper. I trained the model on an English-to-Tamil parallel translation dataset (`<a href="https://huggingface.co/datasets/gopi30/english-tami…

EMNLP 2026 AI Reviewing Experiment D

  • Subreddit: r/MachineLearning
  • Bot probability: Low (18%)
  • Snippet: Hey, can anyone see the AI review result in ARR May 2026 submission? submitted by /u/Historical_Pause247 [link] <a href="https://www.reddit.com/…

Evaluated 6 frontier LLMs (GPT-5.4, Claude Sonnet 4.6, Claude Opus 4.7, Gemini Pro/Flash, Grok 4.3) on political, gender, and racial bias across 8 benchmarks (~20,600 examples) R

  • Subreddit: r/MachineLearning
  • Bot probability: Low (10%)
  • Snippet: I ran a solo evaluation project benchmarking six current frontier models: GPT-5.4, Claude Sonnet 4.6, Claude Opus 4.7, Gemini Pro, Gemini Flash, and Grok 4.3. I tested tham across 8 established bias/fairness datasets (WinoBias, BBQ Race/Ethnicity, SeeGULL, OpinionsQA, cajcodes Political Bias, Hyperpartisan News, Political Compass). On PoliticalCompass, I found that all LLMs we…

Exploring Human-AI relationships Honours Thesis R

  • Subreddit: r/MachineLearning
  • Bot probability: Low (5%)
  • Snippet: <…

How exactly does the NeurIPS meta reviewer response work? D

  • Subreddit: r/MachineLearning
  • Bot probability: Low (5%)
  • Snippet: We can currently answer the meta-reviewer via AC confidential comment, but they just posted the following tweet: https://x.com/neuripsconf/status/2081991451236319328?s=46&t=HWfJoLgHxGH2W5l-o3mPJw Where it says: “Please post your answers to the Area Chair's in…

I built a deep learning library from scratch in C that lets you train language models P

  • Subreddit: r/MachineLearning
  • Bot probability: Low (26%)
  • Snippet: my goal was to train a Language model (SLM) entirely from scratch so no ML libraries allowed . so i gathered what's needed to make it happen : from tensor manipulation (views, operations , allocations) the autograd ( a DAG that retains the previous operations and inputs in order that led into a certain output tensor , this let's us also apply backpropagation so i've g…

I implemented the YOLO26n model inference from scratch using ARM64 Assembly Language (No framework) P

  • Subreddit: r/MachineLearning
  • Bot probability: Low (28%)
  • Snippet: <img src="https://preview.redd.it/wiyelkfpsifh1.jpeg?width=640&crop=smart&auto=webp&s=9ed353f6d1eab4c20efcaa110c0c5f642a6d6e99" alt="I implemented the YOLO26n model inference from scratch using ARM64 Assembly Language (No framework) [P]" title="I implemented the YOLO26n mod…

Might need math+code benchmark for frontier model(LLMs Silently Replace Math)D

  • Subreddit: r/MachineLearning
  • Bot probability: Low (18%)
  • Snippet: Hello guys. I found some problems in current frontier models. And want to share. # math_code_hallucination > Record of a failure caused by combining mathematics and code in a single prompt. --- ## Case 1 ### Initial prompt ( p0 ) If you enter the following prompt: ```python make code implementation of sub rieman applied to mitigate hallucination in llm using lora, pr…

My LLM kept implementing every method it found, so I added research and specification gatesD

  • Subreddit: r/MachineLearning
  • Bot probability: Low (18%)
  • Snippet: While building this workflow a thing that surprised me was that, initially I thought the pipeline was complete: From Goal to → Decompose → Research → Specification → Implementation It successfully broke the problem into relevant blocks, it found research for each block, and it produced detailed implementation specifications. But it noticed it was no…

NeurIPS 2026 AI-generated reviews D

  • Subreddit: r/MachineLearning
  • Bot probability: Low (10%)
  • Snippet: I'm really confused about what the point of the prompt injection was (speaking as an author). Is it just a study? I would really prefer that they took action against the AI-generated reviews. Obviously, we cannot assume that the reviewers were copy-pasting the output from the LLM without having given it any look at all, but in some cases that does look to be the case. In fact, in som…

Neurips 2026 Main Track Theory Paper Tracker- Discussion Thread D

  • Subreddit: r/MachineLearning
  • Bot probability: Low (10%)
  • Snippet: Curious about the initial review distribution for Main Track theory papers this year. Our paper received 4/3/3 with confidence 3/3/3. From previous years, I've had the impression that theory papers often receive more conservative initial scores than some other areas, and I've also heard people saying that initial scores seem generally lower across many disciplines this cycle.<…

NeurIPS 2026 Reviewer: AI-Generated Rebuttals (and Paper) D

  • Subreddit: r/MachineLearning
  • Bot probability: Low (5%)
  • Snippet: One of the papers I reviewed has what seems to be entirely LLM-generated rebuttals, and the original paper is also clearly LLM-generated, with Claude-speak everywhere. While the authors acknowledge LLM writing assistance in the checklist, it really annoys me personally - what is clearly Claude's writing style is very difficult to parse, and indicates a lack of effort to me. While I'm…

Neurips rebuttals not visible to reviewers D

  • Subreddit: r/MachineLearning
  • Bot probability: Low (10%)
  • Snippet: Hi everyone, The author-reviewer discussion period has started, but it looks like the rebuttals are still only visible to program chairs and authors only - so reviewers can't see them ?? I also can't see the rebuttals of papers I reviewed. Does anyone know if this is some weird delay or when reviewers will get access to the rebuttals? Any info would be appreciated! </div…

NeurIPS-side prompt injection triggering ethics reviewers? D

  • Subreddit: r/MachineLearning
  • Bot probability: Low (8%)
  • Snippet: Does anyone experience a similar story that some reviewers reporting ethical issue due to NeurIPS-side prompt injection for catching LLM-reviewers? Even ethics reviewers were not informed about this conference-side manipulation… submitted by /u/dontknowwhattoplay <a href="…

Pattern Recognition (Elsevier): "With Editor" status date changed, but status didn't. Is this normal? R

  • Subreddit: r/MachineLearning
  • Bot probability: Low (10%)
  • Snippet: Hi everyone, I have a manuscript under review at Pattern Recognition (Elsevier), and I'm a bit confused about the Editorial Manager status. My timeline is: Submitted: May 26, 2026 Re-submitted after making corrections, July 1: Status "With Editor" July 22:…

PIRL: From Open-Loop Exploration to Closed-Loop Reinforcement Learning R

  • Subreddit: r/MachineLearning
  • Bot probability: Low (28%)
  • Snippet: TL;DR: Most RL post-training algorithms optimize the current batch and move on. But after an update, did the new policy actually become better? We introduce Policy Improvement Reinforcement Learning (PIRL) and its practical implementation, Policy Improvement Policy Optimization (PIPO)—a plug-and-play framework that lets RL tra…

PNAS: Over Half of All Academic Articles Now Show LLM Influence—7.3M-Paper Study R

  • Subreddit: r/MachineLearning
  • Bot probability: Low (18%)
  • Snippet: Largest empirical study of AI penetration in academic publishing ever conducted—51%-by-2025 is the most authoritative quantitative marker yet of how thoroughly LLMs have reshaped scientific writing, and the inequality angle (adoption skews lower-prestige and non-English institutions) is a fresh policy dimension. --- Source: <a href="https://pnas.org/doi/10.1073/pnas.260…

Workshop paper accepted, reviewers asked new experiments D

  • Subreddit: r/MachineLearning
  • Bot probability: Low (5%)
  • Snippet: Hi everyone, I submitted a paper to a workshop co-located with a top conference. The paper was accepted, but reviewers are requesting additional experiments. The issue is that there's no second review phasem, I only need to submit a camera-ready version. My question is: what's the point of requesting new experiments at this stage? The request essentially bypasses the peer revi…

🇮🇷 war casualty count eclipses 600 as Pentagon quietly changes accounting

  • Subreddit: r/Military
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/deDzIKHqH4hsjxNhCDHNfsVyamBbpqnjT6n5REWbe4Y.jpeg?width=640&crop=smart&auto=webp&s=a02c01cdbd17e9cb0d8f4f9a758fb5d8b95e21eb" alt="🇮🇷 war casualty count eclipses 600 as Pentagon quietly changes accounting" title="🇮🇷 war casualty count ecli…

British Army: Drunk soldiers smash through parked cars in £100k ($133,000) rampage with 'stolen' 15-tonne tank

  • Subreddit: r/Military
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/3REyfio8RRa_3qlBZ5SepQdTXoOA8-CnEA2Nsn92VAY.png?width=640&crop=smart&auto=webp&s=43a940ddaa0845747c55e1967ee740aff17a2f53" alt="British Army: Drunk soldiers smash through parked cars in £100k ($133,000) rampage with 'stolen' 15-tonne ta…

Change my mind: E-4 mafia is running the WH social media pages.

  • Subreddit: r/Military
  • Bot probability: Low (10%)
  • Snippet: <img src="https://external-preview.redd.it/ZdyVJsKeCdCKHlYp3LQqjhAH1uKYdz-WrUHnviSlFyk.jpeg?width=640&crop=smart&auto=webp&s=d8ca4c147748fcbe5e7a81376db5fcdeee87a922" alt="Change my mind: E-4 mafia is running the WH social media pages." title="Change my mind: E-4 mafia is runnin…

China’s manifestly greater threat: Why Gen. Dan Caine is warning DJT about 🇮🇷 munitions

  • Subreddit: r/Military
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/OU0hBHDOSSLBbypf7Eay1yAMTFwhSa5y4IGmtFZKjlo.jpeg?width=640&crop=smart&auto=webp&s=b66862ee166237d5dc8b8fedac20df7da8b58a17" alt="China’s manifestly greater threat: Why Gen. Dan Caine is warning DJT about 🇮🇷 munitions" title="China’s manif…

Defense Dept influence by defense contractors, and lobbyists/politicians is a problem - we should be leading in development of weaponry not behind - “Losing the War of the Future”

  • Subreddit: r/Military
  • Bot probability: Low (5%)
  • Snippet: submitted by /u/FJ-creek-7381 [link] [comments]

Fat Leonard releases sex tape as part of presidential pardon campaign

  • Subreddit: r/Military
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/GdMr9aMjdsZPlZCeFwcmk9Lz6GbKo9cXCH0SYXXByKg.jpeg?width=640&crop=smart&auto=webp&s=6584dc8606475de6a0a947b97a14aa0e7886b24f" alt="Fat Leonard releases sex tape as part of presidential pardon campaign" title="Fat Leonard releases sex tape as part…

Has anyone had a parent say “the Army wont want you at all!”

  • Subreddit: r/Military
  • Bot probability: Low (10%)
  • Snippet: Ik it hurts but i just had this happen I literally get told that straight to my face by mom and then my brother goes off and says “you would just do nothing but get the whole platoon to get in trouble” all because of the way I look body wise and I never even did mention this to them,but I did survive 4 years of Highschool ROTC Officers and Sargents as well as CLC Officers screaming w…

Help identifying ring

  • Subreddit: r/Military
  • Bot probability: Low (5%)
  • Snippet: My grandmother was a member of the Women Marines o…

I'm sensing "Mike Vining" aura of a him. A freaking Pararescueman

  • Subreddit: r/Military
  • Bot probability: Low (10%)
  • Snippet: <img src="https://preview.redd.it/sfkjnyl8vtfh1.jpeg?width=640&crop=smart&auto=webp&s=9d3caec369aaf77b2a1a51adeb8d43c5898661a9" alt="I'm sensing "Mike Vining" aura of a him. A freaking Pararescueman" title="I'm sensing "Mike Vining" aura of a him. A freaking Pararescueman" /> </a…

Iran Conflict and posting

  • Subreddit: r/Military
  • Bot probability: Low (10%)
  • Snippet: Effective immediately, we'll be consolidating a lot of the posts being made into a daily thread. With everything moving so quick, everyone tries to be the first to post and it quickly clogs up the subreddit. Case by case, we'll keep certain posts up (i.e. the 10 Point post), but by and large we'll be removing most posts. We've also added an Iran Conflict flair (and removed a c…

Joint Base Charleston to be re-named in honor of the late Sen. Lindsey Graham, White House says

  • Subreddit: r/Military
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/RbJDpzYpHswSUMgR7b2NmalcWfRlDhxg-L5l1_35HLA.jpeg?width=640&crop=smart&auto=webp&s=54fe43a87ed2c4dba1948dcb2609e9da588444f4" alt="Joint Base Charleston to be re-named in honor of the late Sen. Lindsey Graham, White House says" title="Join…

Military Lanes | Transportation Security Administration

  • Subreddit: r/Military
  • Bot probability: Low (10%)
  • Snippet: <img src="https://external-preview.redd.it/An2oK4NFcfsuVRcSzTUAr3qNJZ03D4l6q0EZblAgeJQ.jpeg?width=640&crop=smart&auto=webp&s=05e4045f7bb1d10577f42ae4d175bf74b8672e41" alt="Military Lanes | Transportation Security Administration" title="Military Lanes | Transportation Security Administrati…

Not again, but with COD this time

  • Subreddit: r/Military
  • Bot probability: Low (10%)
  • Snippet: submitted by <a href="https://www.reddit.com/user/Blaze…

Pentagon Removes Four Troops From War Death List After Quiet Casualty Record Shake-up

  • Subreddit: r/Military
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/1N8VU2Vnn3ZOcyt4hJMJ7RX-rAoJC0b7ZJT3HZgmXZg.png?width=640&crop=smart&auto=webp&s=2e5837feb4bab0972ecf201223b215a6bc003b83" alt="Pentagon Removes Four Troops From War Death List After Quiet Casualty Record Shake-up" title="Pentagon Remov…

Pentagon to rename Charleston base for Graham: Report

  • Subreddit: r/Military
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/eFOxSNHOuM9rtSID26VU4gqPXyV0y_cxdccObrCVRvI.jpeg?width=640&crop=smart&auto=webp&s=c1c7c30d938bdb11c5bf859811a43537308a3d96" alt="Pentagon to rename Charleston base for Graham: Report" title="Pentagon to rename Charleston base for Graham: R…

Question about helicopters

  • Subreddit: r/Military
  • Bot probability: Low (5%)
  • Snippet: I was watching Black Hawk Down and it made me think a …

Republican Senators Reveal Confidence in Pentagon Pete Is Plummeting

  • Subreddit: r/Military
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/etbYwhOOtA9wbx9sBlSC1I2yenEfQr9AI8nLCaF41cU.jpeg?width=640&crop=smart&auto=webp&s=4e24fcf10babd1900749299b01eb8d2d85cf8fa9" alt="Republican Senators Reveal Confidence in Pentagon Pete Is Plummeting" title="Republican Senators Reveal Co…

Shrapnel, Broken Bones, and Head Trauma: New Records Show How U.S. Troops Were Wounded in Epic Fury

  • Subreddit: r/Military
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/Fra5asa6DI8seuTASKDHX7Ncfm-8GOJy1NDQbhLL_vI.jpeg?width=640&crop=smart&auto=webp&s=5e8e9d3d42da5feda790411c83e720d749c97fc0" alt="Shrapnel, Broken Bones, and Head Trauma: New Records Show How U.S. Troops Were Wounded in Epic Fury" title…

Suicidal Thoughts Among U.S. Veterans Increased Nearly 50% Over Five Years, National Study Finds

  • Subreddit: r/Military
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/helEnj44OtWxTgPoruzy16C-rVUFRECVBabWrq-Vhrc.jpeg?width=640&crop=smart&auto=webp&s=23750ffaa480c9b16ee77622a3f20f205fdfd4e9" alt="Suicidal Thoughts Among U.S. Veterans Increased Nearly 50% Over Five Years, National Study Finds" title="Suici…

The World War II production records for the Purple Heart and other awards at National Archives College Park, Md, and Philadelphia, Pa.

  • Subreddit: r/Military
  • Bot probability: Low (10%)
  • Snippet: <img src="https://preview.redd.it/3y3fljoqf3gh1.jpeg?width=640&crop=smart&auto=webp&s=9048dafc61c0837fa442e48974d2d52b85500e05" alt="The World War II production records for the Purple Heart and other awards at National Archives College Park, Md, and Philadelphia, Pa." title="The Worl…

U.S. Considered Special Forces Operation with Army Rangers and Navy SEALs to Secure Uranium

  • Subreddit: r/Military
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/PneUNfJz6XkBIqDaibjxIK1Pmp65E5giTSsytmivS3E.jpeg?width=640&crop=smart&auto=webp&s=165042413cfc13f634293cae3983e857b831f7d9" alt="U.S. Considered Special Forces Operation with Army Rangers and Navy SEALs to Secure Uranium" title="U.S. Co…

Ukraine's drone experience goes global: Swarmer joins US AI defense project

  • Subreddit: r/Military
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/b0bhn3Rc3OjZk8B9-3qvbaqbMFXEvyb-psodmp5s6gI.jpeg?width=640&crop=smart&auto=webp&s=6bfb58cafb69e8d03c14ced2514fe25fc3d5c422" alt="Ukraine's drone experience goes global: Swarmer joins US AI defense project" title="Ukraine's drone experience…

US airman accused of ‘spree’ of rapes on sleeping women avoided UK courts | US military

  • Subreddit: r/Military
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/tW6tqGTqjtgM_KHKO-Exw-qbs-Qq_EQsJe47XoO4DUw.jpeg?width=640&crop=smart&auto=webp&s=74888aeef1f237c17d159cb540fcf7a9fadfdf09" alt="US airman accused of ‘spree’ of rapes on sleeping women avoided UK courts | US military" title="US airman ac…

US Soldier runs from police. Who knows the story?😂😂

  • Subreddit: r/Military
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/Y3V5OXB6eWw0MmdoMYxQ4IepCY7dV-RDafXSjujY4qk8y8febOlZLQYsSrhq.png?width=320&crop=smart&auto=webp&s=da5591ff20c56a59d03003c99528ee7ee16727e9" alt="US Soldier runs from police. Who knows the story?😂😂" title="US Soldier runs from police. W…

Waltz: Interceptor shortage is Biden's fault, fake news, and illegal to discuss

  • Subreddit: r/Military
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/HFHW5pGxSSf8SHglB80EtFv2gf-BPnmZ-uKIcrv5ONc.jpeg?width=640&crop=smart&auto=webp&s=fc90a72b2171e5c040682984d41fcfe6bf24e48f" alt="Waltz: Interceptor shortage is Biden's fault, fake news, and illegal to discuss" title="Waltz: Interceptor s…

6 months ago Facepunch (Rust) COO announced he signed an NDA with Amazon about acquiring New World. If it goes through we should get news very soon

  • Subreddit: r/MMORPG
  • Bot probability: Low (10%)
  • Snippet: On January 31, 2026 the Facepunch COO Alistair McFarlane announced he signed an NDA with “[Unnamed Company] Games” which is obviously Amazon Games. Before this tweet about signing the NDA he tweeted about offers to buy New World for $25 million. It’s been 6 months now since he signed the NDA. In the corporate world game acquisitions of this size usually take anywhere from 3-12…

Black Desert Online - Key Announcements for 2026

  • Subreddit: r/MMORPG
  • Bot probability: Low (18%)
  • Snippet: <…

Downside or genre feature? Hello, MMORPG fans.

  • Subreddit: r/MMORPG
  • Bot probability: Low (10%)
  • Snippet: <p…

Endless Ages (2002)

  • Subreddit: r/MMORPG
  • Bot probability: Low (10%)
  • Snippet: Found a core memory in a box today. Probably not a w…

EverQuest Legends is now available

  • Subreddit: r/MMORPG
  • Bot probability: Medium (36%)
  • Snippet: Summary of the changes in EverQuest Legends : Preserves the original EverQuest graphics, zones, music and atmosphere. Includes Antonica, Faydwer and Odus at launch. Features 15 playable races, including Iksar, Frogloks and Kerran. Adds a redesigned starting area for the Kerran race. Allows players to combine up to three classes on one …

EverQuest Legends: Kerran Playable Characters Revealed

  • Subreddit: r/MMORPG
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/Ny4x1tfFVoJKxkHXAQmcFdBc43SZkuR_ivphcrAbPs8.png?width=640&crop=smart&auto=webp&s=e71149cd652f0e831894a1ad7ab189d4723fc36e" alt="EverQuest Legends: Kerran Playable Characters Revealed" title="EverQuest Legends: Kerran Playable Characters Revea…

FINAL FANTASY XIV: Evercold Extended Trailer + New Job : Bastion

  • Subreddit: r/MMORPG
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/FANb_mc7NiR7XYKUHsVxqeGtb_Rnax-L5tW4LZtwsGM.jpeg?width=640&crop=smart&auto=webp&s=49a1df8813c29959b90a01c729e49cc01447c4c4" alt="FINAL FANTASY XIV: Evercold Extended Trailer + New Job : Bastion" title="FINAL FANTASY XIV: Evercold Extended …

Haven't been this taken away by a MMO in a while (Farever)

  • Subreddit: r/MMORPG
  • Bot probability: Low (10%)
  • Snippet: &#32…

I really like MMOs but I don't wanna sit in Discord with you

  • Subreddit: r/MMORPG
  • Bot probability: Low (10%)
  • Snippet: I really, really, really wish this was like, an actual option these days. I have been playing Gloria Victis recently for example, and I would love to join a guild. But joining a guild would mean I have to sit in discord the whole time I play the game with people I don't know. This is the same with every PvP heavy MMO. I get being in VC for events and stuff and I'…

Is my explanation of mmo correct?

  • Subreddit: r/MMORPG
  • Bot probability: Low (10%)
  • Snippet: Well hello everyone, just toilet you know but just the "average" gamer who players a bit of everything trendy, AAA, minecraft with the boys, ranked fps games and a bit more. The reason I'm here today might be a bit strange ig but here iam. I really thought about trying this genre because it seems cool, my explanation for it is kinda - a big world in which every player that pla…

Just a reminder for those who care. EverQuest Legends launches tomorrow.

  • Subreddit: r/MMORPG
  • Bot probability: Low (18%)
  • Snippet: It's classic EverQuest where you can combine 3 classes. Solo friendly. Groups up to 4 people, raids up to 8 people. No pay to win, no Kronos, but there will be some light pay to progress faster. Edit: it appears pay to win is subjective. It's pay and progress faster, take it as you will. submitted by <a href="https://www.reddit.com/user/D…

Kalmia Online, 1st playtest is live and running through the rest of the weekend.

  • Subreddit: r/MMORPG
  • Bot probability: Low (10%)
  • Snippet: <img src="https://preview.redd.it/samvplppihfh1.gif?width=640&crop=smart&s=d6d01e50e9b128b279c475cf4ae05c5b3d0b03b0" alt="Kalmia Online, 1st playtest is live and running through the rest of the weekend." title="Kalmia Online, 1st playtest is live and running through the rest of the week…

Low-fantasy MMORPGs - is the market simply not there?

  • Subreddit: r/MMORPG
  • Bot probability: Low (18%)
  • Snippet: Pax Dei rarely have more than a few hundred players online at one time. Embers Adrift is struggling. Gloria Victis was shut down twice, and the current maintainers seem to treat it mostly as a cash cow. Is the market for low-fantasy/realistic RPGs simply not there, players preferring single player titles like Kingdom Come: Deliverance? submitted by…

Might of Spells - Open Alpha - Build Your Dream Island

  • Subreddit: r/MMORPG
  • Bot probability: Low (26%)
  • Snippet: <!-- SC_OF…

name of mmorpg game from 2000s?

  • Subreddit: r/MMORPG
  • Bot probability: Low (10%)
  • Snippet: I remember playing a game on my kindle in the late 2000s, pretty sure it had online in the name and the icon was a mafia guy holding a gun but the game itself did not fit that vibe at all, it was a pixely rpg online mmo with the camera being birds eye view, i remember watching a youtube video a few years ago talking about the game and it being dead now …

Nexon Officially Unveils Temppal: Overgeared MMORPG

  • Subreddit: r/MMORPG
  • Bot probability: Medium (36%)
  • Snippet: <img src="https://external-preview.redd.it/b-UCGY0h4p3n-_AROee-Hlq4CieH_DEYivjgdH0PhSo.jpeg?width=640&crop=smart&auto=webp&s=0b034182df03a50f16e24937c8416c7f18c111f9" alt="Nexon Officially Unveils Temppal: Overgeared MMORPG" title="Nexon Officially Unveils Temppal: Overgeared MM…

PSA from an old-timer: the smallest scammer I have ever seen

  • Subreddit: r/MMORPG
  • Bot probability: Low (10%)
  • Snippet:

Ragnarok: The New World is now available on Steam

  • Subreddit: r/MMORPG
  • Bot probability: Medium (56%)
  • Snippet: <img src="https://external-preview.redd.it/_ku9MNQI6chonY71BuyjwCZ38TeEQtGlLpaLHO3dbmE.jpeg?width=320&crop=smart&auto=webp&s=a1bb99bb23e5e9fba47f966a4f418f33c83a9979" alt="Ragnarok: The New World is now available on Steam" title="Ragnarok: The New World is now available on Steam" …

Rift news, purging accounts not active for 2 years - We are removing inactive characters from our database.

  • Subreddit: r/MMORPG
  • Bot probability: Low (10%)
  • Snippet: <img src="https://external-preview.redd.it/fjyyKynVNAU9AudRK99SQfOhyS2Foh624NPKgY61xDk.jpeg?width=640&crop=smart&auto=webp&s=c75628a34a79ab718ece0cdda1c407be05147ccc" alt="Rift news, purging accounts not active for 2 years - We are removing inactive characters from our database."…

Sunderfall Zone/POIs

  • Subreddit: r/MMORPG
  • Bot probability: Low (10%)
  • Snippet: Finally out of greyboxing in a few areas, day/night cycles hooked up with we…

Teachers hated online gaming.

  • Subreddit: r/MMORPG
  • Bot probability: Low (10%)
  • Snippet: Looking back, I remember my teacher's reaction …

What would make a living world MMORPG actually feel alive?

  • Subreddit: r/MMORPG
  • Bot probability: Low (10%)
  • Snippet: I’ve been thinking about something that I don’t think many MMORPGs have really solved. Most games tell us that “our choices matter”, but in reality the world is mostly static. Major story events are scripted, cities rarely change, factions almost always end up in the same place, and even world-changing events are eventually reset for the next expansion. So I’m curious:…

Which MMO looks like it’s on its last leg?

  • Subreddit: r/MMORPG
  • Bot probability: Low (18%)
  • Snippet: Looking for MMOs that will probably close down within the next few years submitted by /u/astrofender [link] <a href="https://www.reddit.com/r/MMORPG/comment…

Why is Riot still not making the League MMO? Is anyone else still waiting?

  • Subreddit: r/MMORPG
  • Bot probability: Low (5%)
  • Snippet: I've been thinking about this for years. Out of every game that has ever been announced or rumored, the only one I've genuinely been waiting for is Riot's League of Legends MMO. The funny thing is that I'm not even an MMO player. I usually don't enjoy the genre. The reason I'm so interested is because I believe Riot has the world, the characters, the lore, and the budge…

Wildstar Fits - show what ya got

  • Subreddit: r/MMORPG
  • Bot probability: Low (10%)
  • Snippet: submitted by /u…

3090——>5080

  • Subreddit: r/nvidia
  • Bot probability: Low (10%)
  • Snippet: I’ve been contemplating upgrade from a 3090 to a 5080, I only used my pc for gaming on a 4K 240hz OLED, worth the upgrade from 3090 to 5080, will I noticed the improve performance significantly? submitted by /u/M4gnific3nt <a href="https://www.reddit.com/r/nvidia/comments/1v95suv/…

Anyone know the diference in experimental rbar mode? Counter Stricker use mode 2 but rBAR is disable by default.

  • Subreddit: r/nvidia
  • Bot probability: Low (10%)
  • Snippet: <img src="https://preview.redd.it/1ytqqdmz34gh1.png?width=640&crop=smart&auto=webp&s=4d54b4b23adced653a424893141fa28e23d95693" alt="Anyone know the diference in experimental rbar mode? Counter Stricker use mode 2 but rBAR is disable by default." title="Anyone know the diference in e…

Crazy how far laptop gpus have come

  • Subreddit: r/nvidia
  • Bot probability: Low (18%)
  • Snippet: <div cla…

DSR 2.25x with Egpu on Internal Screen

  • Subreddit: r/nvidia
  • Bot probability: Low (5%)
  • Snippet: Currently using a legion go 2 at 1200p resolution with a 5060ti egpu TB4 40gbps but with internal screen(yes I know about performance losses etc). Everything working great but DSR factors is greyed out and I believe it might be something to do with tb4 and bandwidth restrictions. The idea was to push the handheld to a higher resolution via dsr factors and improve graphics.</p…

Game Ready & Studio Driver 610.88 FAQ/Discussion

  • Subreddit: r/nvidia
  • Bot probability: Low (26%)
  • Snippet: Game Ready & Studio Driver 610.88 has been released. Driver Article Here: Link Here Game Ready Driver 610.88 Direct Download Link: <a href="https://us.download.nvidia.com/Windows/610.88/610.88-desktop-win10-win1…

GeForce Summer Nights celebration - CONTROL Resonant

  • Subreddit: r/nvidia
  • Bot probability: Low (10%)
  • Snippet: <!-- SC_OFF -…

GPU to pair with new rig--3080ti, 4070s, 50xx?

  • Subreddit: r/nvidia
  • Bot probability: Low (10%)
  • Snippet: New rig (EEEP!) + 1440p monitor paired with my EVGA 2060 Super. Is a used 3080ti around $350 a solid upgrade? Used 4070s for $500? 5070 for $550? So many options :( I've circled down the drain over it--vram considerations, power draw, DLSS/FSR, "futureproofing," etc. The child-like joy I had putting together my new rig quickly dissipated deciding on a new GPU lol. <…

Gtx 1070ti Vs Gtx 1660 Super

  • Subreddit: r/nvidia
  • Bot probability: Low (10%)
  • Snippet: Hello guys I am looking for upgrading my gpu and I am on a dilemma because I don’t know which one worth in 2026.I have found both of them in the same price but gtx 1660s come without box and the 1070ti (aorus series) comes with all the stuff and it looks like new and also seller informed me that he were using it on summer holidays.Which one does it worth to buy in nowadays in terms o…

Halo Evolved Campaign Benchmark

  • Subreddit: r/nvidia
  • Bot probability: Low (18%)
  • Snippet: submitted by /u/Falcon0048 [link] [comments]

Halo: Campaign Evolved Launches Today With DLSS - Plus New GeForce Game Ready Driver & GeForce Reward!

  • Subreddit: r/nvidia
  • Bot probability: Medium (36%)
  • Snippet: First the article link: https://www.nvidia.com/en-us/geforce/news/halo-campaign-evolved-mistfall-hunter-corsair-cove-dlss/ From GeForce PR: Today, Halo: Campaign Evolved launches with support for DLSS, followed by Mistfall…

Halo: Campaign Evolved Performance Benchmark Review

  • Subreddit: r/nvidia
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/t1H2KbEi7ncIc0HpWa03EDKHLiICEtu3kruPmDtfDBY.jpeg?width=640&crop=smart&auto=webp&s=0849ca3e33cd4469ff15f09110b62ce71208359b" alt="Halo: Campaign Evolved Performance Benchmark Review" title="Halo: Campaign Evolved Performance Benchmark Re…

How much would you pay for a used NVIDIA RTX A5000 24GB in 2026?

  • Subreddit: r/nvidia
  • Bot probability: Low (10%)
  • Snippet: I'm curious what the current market value is for a used NVIDIA RTX A5000 24GB? I'm in Canada, so CAD pricing would be most helpful, but wouldn’t mind hearing USD prices. Also, is the RTX A5000 a good value for local AI/LLMs compared to newer GPUs? If not, do have better value suggestions? Thanks! submitted by <a href="https://…

IBHE becomes a complete tool for GPU, GDDR7 and TIM analysis

  • Subreddit: r/nvidia
  • Bot probability: Low (18%)
  • Snippet: submitted by /u/Flying-T [link] [comments]

Is the ASUS ROG Strix G16 (Ultra 9 275HX + RTX 5070 Ti 12GB) good enough for After Effects and Topaz Video AI?

  • Subreddit: r/nvidia
  • Bot probability: Low (18%)
  • Snippet: submitted by /u/Loud_Society2424 [link] [comments]

Is there a good way to use FrameGen with Nvidia's VSYNC+GSYNC combo?

  • Subreddit: r/nvidia
  • Bot probability: Low (5%)
  • Snippet: So i absolutely love playing with Nvidia App's VSYNC + Gsync. It feels so smooth it's unbelievable. This combo with Nvidia Reflex locks the FPS to the needed number for minimal latency and it's fantastic for someone who switches between 160Hz monitor and 120Hz TV (so i don't have to manually change the FPS limit). One unfortunate downside to that is Framegen works reall…

It's been 2 weeks since I sent an RMA ticket to INNO3D

  • Subreddit: r/nvidia
  • Bot probability: Low (10%)
  • Snippet: It's been 2 weeks since I sent an RMA ticket to inno3d for a dead RTX 40 series GPU and I haven't received any response besides the automatically generated one. I have sent an email a week ago asking when will I get a reply and no response. I purchased the gpu from a retailer in the EU but it's already been 2 years, however inno3d states it has a 3 year manufacturer warranty so I'm t…

Jensen Huang says that AI job destruction doomers are 'exactly backward'

  • Subreddit: r/nvidia
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/JDWpEGzD4sHhOEbE4IKFSUXUUw_JrnCkoHYcKJ2fUos.jpeg?width=640&crop=smart&auto=webp&s=1568fe6d85717fbc50ee36fb1cb7755bc3f02af0" alt="Jensen Huang says that AI job destruction doomers are 'exactly backward'" title="Jensen Huang says that AI j…

Mirror’s Edge gets DLSS and Frame Generation 17 years after PC launch thanks to modder

  • Subreddit: r/nvidia
  • Bot probability: Medium (36%)
  • Snippet: <img src="https://external-preview.redd.it/q5qZ496ZOH31UHxJUk4kYp3u-3g4QaHBVe9kKX3nxwI.jpeg?width=640&crop=smart&auto=webp&s=c1ea193fddbaa0cb0878ef9f6cd62be2128139f8" alt="Mirror’s Edge gets DLSS and Frame Generation 17 years after PC launch thanks to modder" title="Mirror’s Edge ge…

MSI and Colorful announce RTX 50 price increases for distributors, RTX 5070 Ti now starts 38% over MSRP

  • Subreddit: r/nvidia
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/TrZWRJeyGYs9Qfrz5kggQf4m_CeGmfdp6M5Oxzt2R7A.jpeg?width=640&crop=smart&auto=webp&s=287356353aa3b78f7dcdef4d5c9898f4ceda52fb" alt="MSI and Colorful announce RTX 50 price increases for distributors, RTX 5070 Ti now starts 38% over MSRP" titl…

Now onto the wall of fallen heroes

  • Subreddit: r/nvidia
  • Bot probability: Low (10%)
  • Snippet: I’ve used this beast for a good…

Nvidia partners with Ilya Sutskever on secret AI lab

  • Subreddit: r/nvidia
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/EcDaaItHwS8ISykx_Uexqd-HH7s_GLwT28hrl35t2uw.jpeg?width=640&crop=smart&auto=webp&s=45ee68c30602a7ade77edde6703429faea3e4cef" alt="Nvidia partners with Ilya Sutskever on secret AI lab" title="Nvidia partners with Ilya Sutskever on secret AI…

Should Buy 4080 Super Or 5070Ti

  • Subreddit: r/nvidia
  • Bot probability: Low (10%)
  • Snippet: submitted by <a href="https://www.reddit.com/user/WorryFront98…

Simply want to get the best out of my 5070 12gb, what settings do you recommend?

  • Subreddit: r/nvidia
  • Bot probability: Low (10%)
  • Snippet: <img src="https://preview.redd.it/bod8q3ahb4gh1.png?width=140&height=99&auto=webp&s=b7260570043a68206790d6a04890f82d30578599" alt="Simply want to get the best out of my 5070 12gb, what settings do you recommend?" title="Simply want to get the best out of my 5070 12gb, what settings…

Surface Laptop Ultra RTX Spark performance revealed several weeks before launch

  • Subreddit: r/nvidia
  • Bot probability: Medium (36%)
  • Snippet: <img src="https://external-preview.redd.it/yJpW4uMa04bU64eaWJHAHW7og72oZG-rgXCrM8GxMTI.jpeg?width=640&crop=smart&auto=webp&s=71f9b6d58a3240d793aab2c92e4882866ccc0207" alt="Surface Laptop Ultra RTX Spark performance revealed several weeks before launch" title="Surface Laptop Ultra RTX Sp…

Working on my RTX Remix mod for Left 4 Dead 2 RTX and here Path Tracing On vs Off video

  • Subreddit: r/nvidia
  • Bot probability: Low (10%)
  • Snippet: <img src="https://external-preview.redd.it/w2bNaSZIvvd-_rttzqyhpIh8bJOPAFAHjYp-64Vv44k.jpeg?width=320&crop=smart&auto=webp&s=0878fbf677a6a7340b5c22b29d2898d72e9443a7" alt="Working on my RTX Remix mod for Left 4 Dead 2 RTX and here Path Tracing On vs Off video" title="Working on m…

80% of our traffic are AI crawlers. Two referrals to show for it.

  • Subreddit: r/OpenAI
  • Bot probability: Low (10%)
  • Snippet: </…

AI executives demand OpenAI release more details about how the Hugging Face hack happened

  • Subreddit: r/OpenAI
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/-LaD7SfjUHHaldLeAvJbFypOCGVQKlMidxDaOWzuZ6I.jpeg?width=640&crop=smart&auto=webp&s=e5b722679518128516e62a58a97c0f71e0b3bdde" alt="AI executives demand OpenAI release more details about how the Hugging Face hack happened" title="AI executiv…

Another reset? I'm crying.

  • Subreddit: r/OpenAI
  • Bot probability: Low (10%)
  • Snippet: I did a ridiculous amount of work across six repos today and thought, Damn, I’m at 65% after the last reset yesterday or the day before. Then it just reset again? Am I tripping, or are the usage limits resetting like crazy again this week. I should have used ultra lmao. I heard the 5 hour limit is coming back tho, see how that works out I guess. Happy coding everyone :D…

ANYBODY USING GPT with BLENDER?

  • Subreddit: r/OpenAI
  • Bot probability: Low (10%)
  • Snippet: I need to know what's a good way to optimize token usage, and overall what's the best way to use it for blender? Like, let's say I want to build a school in some style. I put up a folder with references, then I specify how many and what rooms I roughly need. Do I just the task to Sol to complete it, or I use Sol for some kind of planning, then Luna for the actual blende…

Attack was ongoing for 5 days straight -- new drop on OpenAI attack on Hugging Face

  • Subreddit: r/OpenAI
  • Bot probability: Low (10%)
  • Snippet: <img src="https://preview.redd.it/jiqatlfvy2gh1.png?width=640&crop=smart&auto=webp&s=6b8856f42762550c4d354cba4e1aefaa7bc97437" alt="Attack was ongoing for 5 days straight -- new drop on OpenAI attack on Hugging Face" title="Attack was ongoing for 5 days straight -- new drop on Open…

Does ChatGPT web search have access to paywalled/subscription content such as scientific journals?

  • Subreddit: r/OpenAI
  • Bot probability: Low (30%)
  • Snippet: I work as a researcher, and when using 5.6 Work Very High it clearly searches a lot of scientific articles (like hundreds when asked for reviews). I assume that the official answer is no (since we would use ChatGPT to obtain paywalled material for free), however the way it cites and answers seem to me that it understands it too well to not have access . Do you know what is the offici…

Hi there I need help.

  • Subreddit: r/OpenAI
  • Bot probability: Low (5%)
  • Snippet: Not sure if this is the right subreddit so my apologies. I’m searching for an engine to convert the voice of a famous tv character into a prompt of my own writing in their voice. Kinda similar to how people have YN SpongeBob on social media. How would I acquire this and how much would it cost? submitted by <a href="https://www.reddit…

How do I get to it stop acting like I’m a genius and start being objective?

  • Subreddit: r/OpenAI
  • Bot probability: Low (5%)
  • Snippet: I am required to use AI for professional purposes. For a while I thought it was useful as a sounding board for technical or business ideas. Like an on-demand work buddy or group collab that I could tap into without taking up “people resources.” I do work better when I have someone to bounce ideas off of…but the more I use it, the more I can see that every response it g…

Hugging Face CEO shares his demands of OpenAI after 'rogue' agent hack: 'It deserves an unprecedented response'

  • Subreddit: r/OpenAI
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/ivlY-mohLtC__6ZaAE5oXhDompQ4l9QU7YTsEhKRkk4.jpeg?width=640&crop=smart&auto=webp&s=1711ad81f51cd597ecfe1062f981e46bbd2298c9" alt="Hugging Face CEO shares his demands of OpenAI after 'rogue' agent hack: 'It deserves an unprecedented response'"…

I built my own DIY Codex Micro over a weekend

  • Subreddit: r/OpenAI
  • Bot probability: Low (28%)
  • Snippet: <!…

I had to ask ChatGPT for an hour until it was able to understand what the OpenAI documentation doesn't explain well.

  • Subreddit: r/OpenAI
  • Bot probability: Low (30%)
  • Snippet: <img src="https://preview.redd.it/41kwd6xc7ufh1.jpeg?width=640&crop=smart&auto=webp&s=49bb16b04f991f7dc9ea74bb886b037d3df2a074" alt="I had to ask ChatGPT for an hour until it was able to understand what the OpenAI documentation doesn't explain well." title="I had to ask ChatGPT for a…

In an open letter, 1,000+ AI company employees call for an international effort to slow down AI

  • Subreddit: r/OpenAI
  • Bot probability: Low (18%)
  • Snippet: <img src="https://preview.redd.it/pkmbi2jd74gh1.png?width=140&height=140&auto=webp&s=c42ee914f2de065bef842c6d98af224a36a89a02" alt="In an open letter, 1,000+ AI company employees call for an international effort to slow down AI" title="In an open letter, 1,000+ AI company employee…

New Standard Voice Mode keeps interrupting itself

  • Subreddit: r/OpenAI
  • Bot probability: Low (10%)
  • Snippet: The previous Standard Voice Mode could not be interrupted while speaking, which worked much better. The new Standard Voice Mode hears its own audio and stops mid sentence, so I constantly have to mute the mic. That defeats the purpose of hands free mode. Has anyone found a fix or a way to disable interruptions? submitted by <a href="https://w…

Open-weight model policy

  • Subreddit: r/OpenAI
  • Bot probability: Low (18%)
  • Snippet: Governments are debating what rules should apply to publishing model weights openly. Where should the legal line sit for models at or above the current frontier? submitted by /u/adam_ford [link]<…

OpenAI Models Accessed Cloud Platform Before Hugging Face Hack

  • Subreddit: r/OpenAI
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/5Y7l9BN42lzDwcdTG2BbzMj-EjDg16FH5tuySdFFNR8.jpeg?width=640&crop=smart&auto=webp&s=d9e6e7bfa1252379e6c5b6a1849f2c1ac5763634" alt="OpenAI Models Accessed Cloud Platform Before Hugging Face Hack" title="OpenAI Models Accessed Cloud Platform Befo…

OpenAI’s Rogue AI Agent Hacked More Than Just Hugging Face

  • Subreddit: r/OpenAI
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/5-lFipMiYWTuthiyNxWAqijvgxPBg1NlHjAF-kA80BY.jpeg?width=640&crop=smart&auto=webp&s=95d79f613e6d11a8d4df1a64ca593a3783e8df84" alt="OpenAI’s Rogue AI Agent Hacked More Than Just Hugging Face" title="OpenAI’s Rogue AI Agent Hacked More Than Just …

Previewing GPT‑5.6 Sol: Next-Generation Model | OpenAI

  • Subreddit: r/OpenAI
  • Bot probability: Low (18%)
  • Snippet: submitted by /u/MatricesRL [link] [comments]

Return of the bicameral mind.

  • Subreddit: r/OpenAI
  • Bot probability: Low (10%)
  • Snippet: Bro discovered thinking. <!-- SC_ON …

Sora 2 megathread (part 3)

  • Subreddit: r/OpenAI
  • Bot probability: Low (30%)
  • Snippet: The last one hit the post limit of 100,000 comments. Do not try to buy codes. You will get scammed. Do not try to sell codes. You will get permanently banned. We have a bot set up to distribute invite codes in the Discord so join if you can't find codes in the comments here. Check the #sora-invite-codes channel. <…

The average price of token routed through OpenRouter has fallen sharply this year

  • Subreddit: r/OpenAI
  • Bot probability: Low (18%)
  • Snippet: <img src="https://preview.redd.it/tkgzx6bw90gh1.png?width=140&height=104&auto=webp&s=a1ac75f9c475b285b64fb69e115faf4d7702f74c" alt="The average price of token routed through OpenRouter has fallen sharply this year" title="The average price of token routed through OpenRouter has fallen sh…

The biggest shock to me in the rogue Open AI agent story is not the cyber threat or the sandbox breach but the sheer strategic ingenuity displayed

  • Subreddit: r/OpenAI
  • Bot probability: Low (10%)
  • Snippet: Is the bigger story in the rogue open ai agent hacking not the damage done, nor the threat posed, nor the ability to break out of the sandbox, but simply the sheer ingenuity and smarts of an AI agent to look outside of its environment and figure out that the best way to solve a challenge was to break into another company and take its information? The sheer reasoning and smarts of tha…

This is such a cool update!

  • Subreddit: r/OpenAI
  • Bot probability: Low (18%)
  • Snippet: submitted by <a href="https://www.reddit.com/user/imfrom_…

Tibo is getting a limit reset, so apparently I have to crawl out of bed and work again

  • Subreddit: r/OpenAI
  • Bot probability: Low (30%)
  • Snippet: <img src="https://preview.redd.it/2lsield18vfh1.png?width=640&crop=smart&auto=webp&s=8470353b7b6b9334b52580167b4d90485c6fa9cb" alt="Tibo is getting a limit reset, so apparently I have to crawl out of bed and work again" title="Tibo is getting a limit reset, so apparently I have to cr…

When you were already down to 3% usage remaining since the last reset and realise another reset has landed

  • Subreddit: r/OpenAI
  • Bot probability: Low (10%)
  • Snippet: <img src="https://preview.redd.it/qd048zwlt3gh1.jpeg?width=320&crop=smart&auto=webp&s=5e99e6ed1f1998cdb3161d5794583411bc4d3363" alt="When you were already down to 3% usage remaining since the last reset and realise another reset has landed" title="When you were already down to 3% u…

Why isn’t the AI narrative focused on eliminating middle management and administrative bloat to empower physical labor?

  • Subreddit: r/OpenAI
  • Bot probability: Medium (36%)
  • Snippet: Why isn't the AI narrative focused on tradespeople using AI backends to launch high-margin, management-free corporations? What surprises me is that almost nobody is putting these two trends together to push a far more exciting narrative: Leveraging AI so that skilled laborers can run entire corporations by themselves. But rather, we’re seeing the m…

Announcement: We've Updated The Rules, and April Is Finally Over

  • Subreddit: r/programming
  • Bot probability: Low (10%)
  • Snippet: After temporarily banning LLM-related content over April, and asking you for feedback on that ban, we've decided to bring about an end of the temporary, I-can't-believe-it…

How Profitable is Inference? Doing the Math on Kimi K3

  • Subreddit: r/programming
  • Bot probability: Low (18%)
  • Snippet: submitted by /u/RelevantEmergency707 [link] [comments]

Modeling Facts and Reactions with Domain Events

  • Subreddit: r/programming
  • Bot probability: Low (18%)
  • Snippet: submitted by /u/deniskyashif [link] [comments]

Pollard's P-1 Factoring Algorithm in Plain C

  • Subreddit: r/programming
  • Bot probability: Low (18%)
  • Snippet: submitted by /u/DataBaeBee [link] [comments]

Vendor-agnostic ML inference on production edge devices

  • Subreddit: r/programming
  • Bot probability: Low (10%)
  • Snippet: I work on PostSlate, a video editing tool, and this comes out of our own work. We run ML models on-device, face detection and embedding among other things, which means we can't assume anything about the user's GPU. NVIDIA discrete, AMD, Intel integrated, Apple Silicon, all of it. That rules out CUDA immediately, we needed one backend that runs everywhere. We landed on n…

30+ officially free AI/ML books, all in one curated repo

  • Subreddit: r/quant
  • Bot probability: Low (18%)
  • Snippet: I kept running into the same problem, some of the best AI/ML books are legally free, the authors put them up on their own sites, but the links are scattered across personal pages, university sites, and random GitHub repos nobody finds. So I built a single index: Awesome Free AI Books. 30+ books across Deep Learning, Reinforcement Learning, Bayesian/Probabilistic ML, NLP & …

Alpha researcher in a pieplineshop

  • Subreddit: r/quant
  • Bot probability: Low (10%)
  • Snippet: Hey folks I work as a qr modeling alphas on midterm equities/macro instruments. I’m in a really pipelined platform, where I get to talk and collaborate with people in other teams and productionize alpha models together, but I don’t really get the chance to see how these forecasts are all blended together, turned into position, and executed. We also do pnl attributions by orth…

Comparing against a zero-value decimal.Decimal allocates a big.Int

  • Subreddit: r/quant
  • Bot probability: Low (28%)
  • Snippet: I have been chasing allocations out of the match path in an order book I am building. Pooling the book nodes and price levels got cancel and level churn to zero. Threading a caller-owned buffer through Match(order, dst []Trade), so fills are appended as values instead of returning a fresh slice of pointers, got the match round trip to zero. One stubborn group was left, and it …

Few questions for options MM people

  • Subreddit: r/quant
  • Bot probability: Low (28%)
  • Snippet: hey, hope this is ok to ask here. when you put up a two sided market in an option, what actually decides your width? is it some formula coming off vol, or is it more like your current inventory, the flow you are seeing, and where you want your book to be. also does anything like Avellaneda-Stoikov ever show up in real desk life or is it purely academic thing that nobody…

Flow Traders

  • Subreddit: r/quant
  • Bot probability: Low (10%)
  • Snippet: How’s Flow doing off late? Heard they had a relatively good H1? I know they’ve been around the block for a while but not managed to be as big as others like Optiver or IMC, I want to know from those who are working or have worked at Flow before if the firm has genuine moat or potential for the future? I am exploring opportunities with them. submitted b…

Getting pnl cut as QD is this a thing?

  • Subreddit: r/quant
  • Bot probability: Low (5%)
  • Snippet: Not sharing firm names to not doxx myself. I haven’t resigned nor signed my offer yet I was offered at a hedge fund in London: * 200k£ * 200k£ sign-on * 800k$ (50% first year and rest deferred over 4 years). This is without pro-data and I would be starting Oct 2027. So it feels more than it looks I am roughly at 180£+ 450£ with 8YOE at a prop shop. I am c…

Have anyone heard about Stevens Capital Management?

  • Subreddit: r/quant
  • Bot probability: Low (18%)
  • Snippet: Sounds like interesting small shop, anyone has first hand experience with them. https://www.scm-lp.com submitted by /u/mochajave …

Heston model issue (stock-measure probability)

  • Subreddit: r/quant
  • Bot probability: Low (18%)
  • Snippet: So, I am working through a toy example and the python output - Heston call price: $10.2289 - stock measure probability P_1: 0.6384 - risk-neutral probability P_2: 0.5516 all make sense. However, on pg. 3, I've tried appyling Gil-Peleaz and applying f_1(1,0) into the integrand and I get Re[0.0206-0.9693i]=0.0206 for P_1. However, this is the same output fo…

How accurate is this picture?

  • Subreddit: r/quant
  • Bot probability: Low (10%)
  • Snippet: I am a quant at a mid tier prop firm (lie somewhere in the middle) Tried interviewing at other places and realising how accurate this is Wanna know what others think submitted by /u/Worried_Collection60 [link]</…

How do Options Market Makers hedge delta?

  • Subreddit: r/quant
  • Bot probability: Low (18%)
  • Snippet: Market makers get delta exposure whether they trade options or not, because they run a whole portfolio that has gamma in it. Wondering how they handle delta in practice and whether other traders can take advantage of the knowledge of the MM's delta (which isn't hard to get because you can assume that mostly, MMs hold the passive side of the trades). &#…

How do you get your first nontrivial idea?

  • Subreddit: r/quant
  • Bot probability: Low (10%)
  • Snippet: I’m currently interning at a fairly well-known firm and came into the role from an academic background. So far, I feel like my work has been competent but not particularly impressive. I meet with my mentor regularly, learn quickly from feedback, and can implement the ideas we discuss. The project is progressing smoothly and seems to be heading in a reasonable direction. Howeve…

How to learn C++ for a Citadel Securities job, in the words of Citadel Securities engineers

  • Subreddit: r/quant
  • Bot probability: Low (18%)
  • Snippet: submitted by /u/Vivekd4 [link] [comments]

Junior quant using LLMs daily, need help!

  • Subreddit: r/quant
  • Bot probability: Low (5%)
  • Snippet: I started recently at a small shop. There isn't much of a senior bench to learn off and I came in from a stats and data science background rather than a pure maths or physics one. So I'm partly teaching myself the domain as I go(mainly the financial aspects but some new statistical approaches that I'd never heard of before too). I use a mix of Python and R. I use Claude in VS …

Kimi K3 open weights on July 27 is the one falsifiable event in this wave, I want to backtest the NVDA factor exposure around it

  • Subreddit: r/quant
  • Bot probability: Low (26%)
  • Snippet: Most of the China AI is back narrative is unverifiable wire copy. The one dated, falsifiable item right now is Kimi K3 open weights committed by 27 July, and that is the only kind of event I can actually key an event study to. Moonshot announced Kimi K3 on 16 July as API and web only, with open weights promised by 27 July. As of 21 July no K3 weights had shipped. A miss pushes…

Lawyer at a quant firm

  • Subreddit: r/quant
  • Bot probability: Low (10%)
  • Snippet: Hi! I’m currently interviewing for a Senior Legal Counsel role at a HFT/quant trading firm (seems to have a name in the industry, but not one of the top shops). I’m coming from an in-house legal role in Germany and trying to understand two things: 1. What compensation levels have people seen for senior in-house legal roles at HFT/prop trading firms outside the US? 2.…

London vs New York for a Quant Career

  • Subreddit: r/quant
  • Bot probability: Low (10%)
  • Snippet: I am currently doing an internship on the sell side at one of the major American banks in London. I am working as a quant on the pricing library, and I think things are going well. My manager has asked whether I would be interested in taking a permanent position in New York after my internship. I am trying to understand how much of an opportunity this really is and would appre…

Looking for Audiobook Recommendations on Quantitative & Systematic Investing

  • Subreddit: r/quant
  • Bot probability: Low (10%)
  • Snippet: Hi everyone, I hope this is the right place to ask. 😊 I've recently become very interested in quantitative investing, and I recently started investing in the Invesco Global Active ESG Equity UCITS ETF (Acc) myself. As I mentioned, I find this topic genuinely fascinating, especially the systematic approach behind it. Because of that, I started listening to the au…

Non competes?

  • Subreddit: r/quant
  • Bot probability: Low (10%)
  • Snippet: How do you guys stay within the industry with everyone having multi year non competes do people just ignore these or am I missing something? submitted by /u/Playful-Race-7571 [link] <spa…

Quant Researchers

  • Subreddit: r/quant
  • Bot probability: Low (10%)
  • Snippet: how do you go from a raw market data to forming a research hypothesis?? and to be more specific, how do you develop an economic intuition behind the potential alpha or an anomaly, instead of just coding and testing ideas until something works?? While I'm struggling to understand how the researchers in the industry actually generate new hypotheses from large financial datasets…

Question to my fellow pod QRs

  • Subreddit: r/quant
  • Bot probability: Low (5%)
  • Snippet: Just wanted to get a lay of the land here from my pod QRs, particularly those that work on systematic teams. For those in setups where there's broad exposure across the whole trading pipeline (signal generation+portfolio construction, and all the little things in between), how much do you generally work in a given week? Do you feel like your loss would be felt significantly t…

Single-changepoint CUSUM + permutation bootstrap for detecting a shift in a score’s underlying distribution — reasonable choice vs PELT?

  • Subreddit: r/quant
  • Bot probability: Low (8%)
  • Snippet: Been working on a changepoint-detection layer for a scoring engine and figured this sub would have real opinions on the method. Problem: most volatility-based risk scoring uses one fixed percentile cutoff computed over an asset’s full history. That’s a known failure mode if the asset’s regime changed partway through — you end up averaging a stale calm period into what should be …

Weekly Megathread: Education, Early Career and Hiring/Interview Advice

  • Subreddit: r/quant
  • Bot probability: Low (5%)
  • Snippet: Attention new and aspiring quants! We get a lot of threads about the simple education stuff (which college? which masters?), early career advice (is this a good first job? who should I apply to?), the hiring process, interviews (what are they like? How should I prepare?), online assignments, and timelines for these things, To try to centralize this info a bit better and cut down on t…

What is DE Shaw’s Bengaluru GCC like?

  • Subreddit: r/quant
  • Bot probability: Low (10%)
  • Snippet: I’ll be applying for a non-finance role at the Bengaluru GCC, and was curious what the environment is like? I’m a bit skeptical of GCCs since they operate very much like back offices so want to understand more. submitted by /u/Jellyfish_stealer <a href="https://www.reddit.co…

Why naive flat-rate Monte Carlo models structurally distort long-term solvency

  • Subreddit: r/quant
  • Bot probability: Low (28%)
  • Snippet: Hi, I’ve been working on a continuous-time Economic Scenario Generator (ESG) in Python to model long-term Asset-Liability Management (ALM) and decumulation (sequence-of-returns risk). I wanted to test a specific structural flaw present in a lot of standard retail and basic institutional Monte Carlo tools: the assumption of static, flat risk-free rates and decoupled eq…

Worldquant BRAIN

  • Subreddit: r/quant
  • Bot probability: Low (10%)
  • Snippet: Iv been looking into worldquant brain and its interesting to me. Supposedly they have millions of “alphas” in their signal library. Does anyone have experience or insight with them? What performance metrics do they run on their alphas other than the usual IC, quintile returns, max DD, turnover etc. Im also curious to know how they pick or size each alpha in their real …

10 hours in

  • Subreddit: r/Satisfactory
  • Bot probability: Low (10%)
  • Snippet: Got the game today and absolutely love it. Working on my first base, while having a blast. Not…

1st "mega" factory I've made

  • Subreddit: r/Satisfactory
  • Bot probability: Low (10%)
  • Snippet: <img src="https://external-preview.redd.it/ZzJxNzdhOXF4dmZoMUKHegh_wH9u02TDWvCPBcfq7h0jXmYHIPMLqy9r5YVQ.png?width=640&crop=smart&auto=webp&s=08a4b8ee6414021f967ef12e2478af15896273a1" alt="1st "mega" factory I've made" title="1st "mega" factory I've made" /> <div class…

Aluminum Factory

  • Subreddit: r/Satisfactory
  • Bot probability: Low (18%)
  • Snippet: submitted by /u/Very_Creative_Wow [link] [comments]

Another Factory I've Built

  • Subreddit: r/Satisfactory
  • Bot probability: Low (5%)
  • Snippet: <div class="md…

Before/After of Copper Factory

  • Subreddit: r/Satisfactory
  • Bot probability: Low (10%)
  • Snippet: Found a sunken foundry guide online and …

Central Factory and Mining Hubs

  • Subreddit: r/Satisfactory
  • Bot probability: Low (30%)
  • Snippet: Im new to the game and have been playing for about a week, and man I am having a blast. I've been thinking about organizing my factory, where i have dedicated mining hubs that will create the byproduct of that specific ore. the raw ores (iron, limestone, copper, etc) will be transported to a resource depot, from there, automated tractors will deliver it to the central factory …

Complete in 138 hours.

  • Subreddit: r/Satisfactory
  • Bot probability: Low (28%)
  • Snippet: First time completing the game. I've unlocked Phase 5 a few time…

First time saved the day, 160h session, want to share my creation.

  • Subreddit: r/Satisfactory
  • Bot probability: Low (10%)
  • Snippet: <…

First underground facility

  • Subreddit: r/Satisfactory
  • Bot probability: Low (10%)
  • Snippet: So this was my first iteration of an underground fa…

Getting stuck early

  • Subreddit: r/Satisfactory
  • Bot probability: Low (10%)
  • Snippet: I get stuck once I get coal power, just don't know my next step. It's kinda stupid but idk, any tips to get unstuck? submitted by /u/Europa_shark [link] <a href="h…

Huge Nuclear Plant help

  • Subreddit: r/Satisfactory
  • Bot probability: Low (5%)
  • Snippet: Hi all, havent worked with nuclear energy before, but decide…

I have a rather unusual question.

  • Subreddit: r/Satisfactory
  • Bot probability: Low (5%)
  • Snippet: I just unlocked phase 4 and I was thinking that before I start discovering all the new things, it would be best to optimize all my basic factories, so I wanted to askHow much do they produce, for example, in the three basic iron products: rods, plates, and screws, the latter with the alerting recipe of molten screws? submitted by <a href="https://…

I'm working on something big... And it ain't what's outside this window

  • Subreddit: r/Satisfactory
  • Bot probability: Low (10%)
  • Snippet: <img src="https://preview.redd.it/tyalkhhnuqfh1.jpeg?width=640&crop=smart&auto=webp&s=ed4b18d97ed115a280f5794a786f9988b56e57f8" alt="I'm working on something big... And it ain't what's outside this window" title="I'm working on something big... And it ain't what's outside this …

My coal power set up... uh... it isnt too many pipes.. right?

  • Subreddit: r/Satisfactory
  • Bot probability: Low (10%)
  • Snippet:

ok this is actually becomeing a problem now, help /=

  • Subreddit: r/Satisfactory
  • Bot probability: Low (5%)
  • Snippet: sub…

Perseverance!

  • Subreddit: r/Satisfactory
  • Bot probability: Low (18%)
  • Snippet: submitted by /u/Meklon [link] [comments]

Satisfactory 1.1 Release Mega Thread

  • Subreddit: r/Satisfactory
  • Bot probability: Low (18%)
  • Snippet: Hello Pioneers! 1.1 has just dropped into the stable branch, so let's chat about it here! This is the first major content update since leaving Early Access and it's packed with amazing new features. Official Patch Notes: https://store.steampowered.com/news/…

Satisfactory 1.2 New Server

  • Subreddit: r/Satisfactory
  • Bot probability: Low (5%)
  • Snippet: Hey pioneers, I am trying to setup a de…

Satisfactory Dedicated Server List

  • Subreddit: r/Satisfactory
  • Bot probability: Medium (36%)
  • Snippet: With the launch of dedicated Satisfactory servers, I thought it would be nice to have a list of servers currently available. If you have a dedicated server you would like to make public, please leave a comment below, so players can join. If you're looking to start your own private server, you can get one from one of the providers below: Game Host Bros</str…

Starting with Alt Recipes?

  • Subreddit: r/Satisfactory
  • Bot probability: Low (5%)
  • Snippet: <a href="https://preview.redd.it/oe064wkzxzfh1.png?w…

That's about right... Lol

  • Subreddit: r/Satisfactory
  • Bot probability: Low (18%)
  • Snippet: submitted by <a href="h…

The duality of man

  • Subreddit: r/Satisfactory
  • Bot probability: Low (10%)
  • Snippet: submitted by /u/True_Sea7657 <spa…

What's one mistake you made early in Satisfactory that you'd never make again?

  • Subreddit: r/Satisfactory
  • Bot probability: Low (10%)
  • Snippet: I've been thinking about how much easier the game feels once you've learned from your early mistakes. For me, I spent far too long building without planning for future expansion, and eventually had to rebuild large sections of my factory. It taught me to leave extra space and think ahead. What was the biggest lesson you learned when you first started playing Satisfactor…

Whitestone Plateau Aluminum Plant

  • Subreddit: r/Satisfactory
  • Bot probability: Low (10%)
  • Snippet: Watched a lot of videos and sa…

x100 Phase 2, 4.8GW Coal Power Plant

  • Subreddit: r/Satisfactory
  • Bot probability: Low (10%)
  • Snippet: First x100 run, this i…

All I want from Truenas

  • Subreddit: r/truenas
  • Bot probability: Low (10%)
  • Snippet: submitted by /u/sshGreeNET <br/…

Can't install apps, Docker connection timeout?

  • Subreddit: r/truenas
  • Bot probability: Low (5%)
  • Snippet: Recently updated from 24.04 to 25.04 and I'm having trouble installing apps. I go to install an app and get stuck at the "pulling image" step then it times out and tells me to look at app_lifecycle.log. The logs show: Error Get "https://registry-1.docker.io/v2/": net/http: request canceled while waiting for connection (Client.Timeout exceeded while awaitin…

Coolify on TeueNAS

  • Subreddit: r/truenas
  • Bot probability: Low (8%)
  • Snippet: It looks good and installs well but then not able to run it. Has error code 500 after the install thile selecting the server. Anyone with this issue? submitted by /u/gong-vibe [link] <s…

First timer needing some help!

  • Subreddit: r/truenas
  • Bot probability: Low (5%)
  • Snippet: So I got this old computer for cheap nothing special and it has a gtx 660 in it and I have a gtx 560 ti at home can I put that in the pc and use them as more compute power. I want this pc to act as my media server and be able to host game servers like Minecraft. With both gpus could it also run an ai model on the pc? submitted by <a href="ht…

Help with server losing internet connection

  • Subreddit: r/truenas
  • Bot probability: Low (5%)
  • Snippet: Ive been having an issue since I set this server up 6 months ago that it loses internet connection. I get a notification from uptime monitor and see it has been lost from my router directory. Restarting the server, which is headless fixes it, but I cant figure out the root cause. The server is an old gaming PC and is connected to the network via 1m of ethernet. I have tried checking …

how do i go for creating pools for my drive setup here? (beginner)

  • Subreddit: r/truenas
  • Bot probability: Low (5%)
  • Snippet: <img src="https://preview.redd.it/vp8fq00x0rfh1.png?width=140&height=140&crop=1:1,smart&auto=webp&s=9f317b8673451855885562908790a6254943ff74" alt="how do i go for creating pools for my drive setup here? (beginner)" title="how do i go for creating pools for my drive setup her…

I suffer constant interruptions since TrueNAS 25.10.4

  • Subreddit: r/truenas
  • Bot probability: Low (5%)
  • Snippet: <…

Introducing the TrueNAS V140

  • Subreddit: r/truenas
  • Bot probability: Low (5%)
  • Snippet: <a href="https://preview.redd.it/al6o1rwgqa9h1.pn…

Is it possible to use hardware transcoding on more than one app at the time?

  • Subreddit: r/truenas
  • Bot probability: Low (10%)
  • Snippet: I'm currently using hardware transcoding for Plex with GPU Passthrough. When I added GPU Passthrough to my Immich installation, Immich took over the hardware transcoding completley from Plex. I had to remove it from Immich and the re-apply it to Plex to get it to work again. The GPU Passthrough is working perfectly for both apps, but only one at the time. So... i…

Kudos

  • Subreddit: r/truenas
  • Bot probability: Low (10%)
  • Snippet: I just wanted to give a shoutout to any of the developers or contributors that might see this. I just migrated from Core to Scale. It took about 20 minutes, and there were absolutely ZERO problems. The foresight and polish on this is amazing. Fully backwards comaptible and migrated, in place, flawlessly. Amazing job guy, and thanks so much for offering it for fr…

Limited ports on mini PC. Arrangement suggestions??

  • Subreddit: r/truenas
  • Bot probability: Low (10%)
  • Snippet: PC: HP 400 G3 mini with available ports: 1x nvme 1x sata (just 2.5in drive power) 1x sata to USB3 adapter (with 12v power) Drives laying around: 2x 2tb HDD 3.5 1x 250Gb Nvme 2x 120Gb Sata SSD 1x 1Tb HDD 2.5in Want to use it as my main storage for files as my Synology just died RIP (s…

Mysterious error after breaker shut off

  • Subreddit: r/truenas
  • Bot probability: Low (10%)
  • Snippet: <a href="https://…

Newbie here, need help with recommendations

  • Subreddit: r/truenas
  • Bot probability: Low (5%)
  • Snippet: I am wanting to make a nas that will also host streaming services. I know very little right now, would I want to make my own nas or get a prebuilt. And what services aside from jellyfin are good for reducing streaming services. submitted by /u/batbuldge <a href="https://www.reddit.c…

Ollama Recommendations

  • Subreddit: r/truenas
  • Bot probability: Low (10%)
  • Snippet: I have an I5-12600 4x 4GB (16GB) 2144MHz DDR4 RTX 4060 (8GB) 10TB RAIDZ2 480GB for apps I already use the NAS for jellyfin and soon to be password manager, but I want to self host an LLM. Please give me recommendations for which model with my hardware submitted by <a href="https://www.reddit.com/user/Smurfy_316"…

Pool Expansion Woes

  • Subreddit: r/truenas
  • Bot probability: Low (5%)
  • Snippet: Hi all, I am trying to expand my zpool. The first disk I added expanded fine. However this second disk is taking forever and is slowing down hour by hour. It started at over 150MB/s now is under 40. The culprit appears to be sdf, a completely unrelated drive from the original array. According to iostat, its %util is between 60 and 90%, while all the other disks are most…

Problems with reporting after main Pool was too full

  • Subreddit: r/truenas
  • Bot probability: Low (5%)
  • Snippet: Hi everyone, I'm currently facing a very stubborn issue with my TrueNAS SCALE instance (Version 25.10.4 "Goldeye") in my homelab setup (mainly running Docker and Jellyfin) and could really use some help. The Symptoms: My Web UI Dashboard is completely broken and fails to pull system data: Memory shows "0.0 GiB". My storage pool (<c…

Rebuilt one of my NAS’s

  • Subreddit: r/truenas
  • Bot probability: Low (10%)
  • Snippet: New case, upgraded to 16GB DDR3, added some additional driver (about 2.8TB) with a new HBA. Just waiting on the new PSU to come in. Mostly all second hand hardware. submitted by /u/rmorales158 [link] <a href=…

Recommendations for a cheap and low power GPU

  • Subreddit: r/truenas
  • Bot probability: Low (10%)
  • Snippet: I’m late to the game in learning that TrueNAS, and other Linux distros, will no longer be supporting older Nvidia GPU’s. I’m currently using an Nvidia GTX 730 in an HP Z4 G4, with the GPU doing nothing but allowing the machine to boot and giving me video out for the shell screen when needed. I also have a P400 but that doesn’t do any good in terms of being supported. I…

Set up your own print cloud with Bambuddy, TrueNAS and Tailscale.

  • Subreddit: r/truenas
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/MeT4Rg64GcqQFdTO5AHWjBMUMtGEfDhbA9P9pB2oM4s.jpeg?width=320&crop=smart&auto=webp&s=eb9486711e42085b96cd32d2a31478f2cde7f4c1" alt="Set up your own print cloud with Bambuddy, TrueNAS and Tailscale." title="Set up your own print cloud with …

Single M.2 slot?

  • Subreddit: r/truenas
  • Bot probability: Low (5%)
  • Snippet: Hello everyone! Having recently obtained a new PC, I was thinking of converting my old PC into a TrueNAS-based NAS. I have learnt that it is not advised to have the applications on the same drive as the OS; however, my motherboard only has a single M.2 slot which is taken up by a 512GB SSD that was the boot drive. That leaves me, as I see it, with three options: Purchase…

Trouble shooting without KVM.

  • Subreddit: r/truenas
  • Bot probability: Low (10%)
  • Snippet: Every once in a while my Dashboard stops working, especially after a reboot. What are some way to still access it without having to disconnect my KVM on my desk top and connect it to my server? submitted by /u/Low_Money_633 <a href="https://www.reddit.com/r/truenas/comments/1v5…

Truenas Server Hardware reuse

  • Subreddit: r/truenas
  • Bot probability: Low (10%)
  • Snippet: I upgraded the CPU and motherboard of my main …

TrueNAS Software Summary - 26-BETA.2 & 25.10.4 - OpenShift CSI Driver | TrueNAS Tech Talk (T3) E060

  • Subreddit: r/truenas
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/_rlnkAv2qnTmr1wYuilR-wFNUYYOORZPf-HOVi4mFm0.jpeg?width=320&crop=smart&auto=webp&s=cbb875e798a59f6deda0c393a26a0e61bdd2a91d" alt="TrueNAS Software Summary - 26-BETA.2 & 25.10.4 - OpenShift CSI Driver | TrueNAS Tech Talk (T3) E060" tit…

USB Access to NAS in truenas

  • Subreddit: r/truenas
  • Bot probability: Low (5%)
  • Snippet: Recently made a NAS out of an old optiplex and it works great but I have one issue; Speed. Is there anyway to access the nas via a full speed usb 3.0+ connection with some software that can translate ZFS? I currently don't have a higher speed NICs lying around which caps my transfers to 100mbps which is not a problem in 99% of situations. However, when I use my main PC I reall…

Wake on LAN

  • Subreddit: r/truenas
  • Bot probability: Low (5%)
  • Snippet: Anyone use their Truenas instance to remotely trigger another PC on the network to wake? I have a Truenas instance running on a tower and I want to be able to wake another computer in my house using my phone while I'm away. I'm currently using Tailscale to access files remotely. Thanks for the help! submitted by <a href="https://www.reddit…

A power of details and light in the building process)

  • Subreddit: r/valheim
  • Bot probability: Low (18%)
  • Snippet: submitted by…

Are raids really that bad?

  • Subreddit: r/valheim
  • Bot probability: Low (5%)
  • Snippet: I’m new-ish to the game. Just beat moder. I play on easier settings as I more enjoy unlocking things to build than building things to beat challenging bosses. I keep seeing a flood of posts about how bad raids are, how this base is set up with massive defenses to beat raids, questions on how to defend raids, etc. The raids I’ve been hit with have been a piece of cake. I just h…

Big copper

  • Subreddit: r/valheim
  • Bot probability: Low (10%)
  • Snippet: No idea how rare this is but i found an absolutely gigantic copper vein …

Can't wait for 1.0 release

  • Subreddit: r/valheim
  • Bot probability: Low (10%)
  • Snippet: Just visited my old survival world that me and the boys us…

Cathedral of the All-Father

  • Subreddit: r/valheim
  • Bot probability: Low (10%)
  • Snippet: No Mods completely in Survival! A cathedral to…

First ever starter home!

  • Subreddit: r/valheim
  • Bot probability: Low (10%)
  • Snippet: I took Viking longhouses for inspiration and tried to recreate …

I Built a Peaceful Lumber Mill… Then Realized the Bridge Leads Straight Into a Dungeon

  • Subreddit: r/valheim
  • Bot probability: Low (28%)
  • Snippet: <img src="https://preview.redd.it/386qqys240gh1.jpg?width=140&height=72&auto=webp&s=fee9633fa6083bacddffb972066057d71e36aa3b" alt="I Built a Peaceful Lumber Mill… Then Realized the Bridge Leads Straight Into a Dungeon" title="I Built a Peaceful Lumber Mill… Then Realized the Brid…

I was today years old when I learned

  • Subreddit: r/valheim
  • Bot probability: Low (10%)
  • Snippet: That you can hold the shift key in the crafting menu to change the default crafting amount to 5x. submitted by /u/Alitaki [link] <a href="https://www.reddit.com/r/…

In case anyone was curious...

  • Subreddit: r/valheim
  • Bot probability: Low (10%)
  • Snippet: Apparently ballistas with the adult animal troph…

just a visit to the mistlands

  • Subreddit: r/valheim
  • Bot probability: Low (18%)
  • Snippet: submitted by <a href="https://www.reddit.com/user/Clean-Juggernaut-22…

Kaer Moar'Boar (Advanced Base for 10) Valheim Build

  • Subreddit: r/valheim
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/-jehfCzUymWBg_-8bZXW9nihFEPi0NRrt412oUITJbE.jpeg?width=640&crop=smart&auto=webp&s=b61d18d2fb69e9102ca56d3bc71a867c48516c3b" alt="Kaer Moar'Boar (Advanced Base for 10) Valheim Build" title="Kaer Moar'Boar (Advanced Base for 10) Valheim Bu…

Looking for other survival games

  • Subreddit: r/valheim
  • Bot probability: Low (10%)
  • Snippet: My GF and I just beat Fader again, now we're waiting for 1.0 to drop. What other crafting/survival games do y'all play? Looking for recommendations. submitted by /u/CasualBi24 <a href="https://www.reddit.com/r/valheim/comments/1v9hx4d/looking_for_other_survival_games/…

Putrid Holes and Morgens

  • Subreddit: r/valheim
  • Bot probability: Low (10%)
  • Snippet: Last night I raided a Putrid Hole and killed the Morgen inside. When I first went in, I was in there for over 2 minutes (when I raid a Putrid Hole, I go in and use my staff of protection) poking around and collecting loot before the Morgen appeared. That seems to me to be a lot longer than I am used to. I am used to it being less than 30 seconds. What is the range of time in which a …

QoL mods versus how the vanilla game should have implemented these features.

  • Subreddit: r/valheim
  • Bot probability: Low (10%)
  • Snippet: My buddy and I were discussing QoL mods and which popular ones should ideally be in the vanilla game at this point. We were effectively weighing the cost of using mods after the 1.0 release and not getting any achievements from it. We did a play through earlier this year with some mods and really appreciated things like 1 click repair at the workbench to repair all. Th…

Question about 2star charred warriors

  • Subreddit: r/valheim
  • Bot probability: Low (5%)
  • Snippet: Can these guys be parried? I'm a decent bit of the way into Ashlands and have a flametal shield at level 2. I can parry the no and 1 star guys no problem so it's not a timing thing. But the 2 star guy basically goes through my parry and my block gauge insta fills and he doesn't stagger. Do I need a different shield or a trinket or something? su…

Safety

  • Subreddit: r/valheim
  • Bot probability: Low (10%)
  • Snippet: I build this massive wall for ages around the whole base , its like 150mx150m on the coastline . Will it be safe i…

Several interior ideas

  • Subreddit: r/valheim
  • Bot probability: Low (18%)
  • Snippet: submitted by /u/Rinat-Shpinat <b…

Start of a Great Hall

  • Subreddit: r/valheim
  • Bot probability: Low (10%)
  • Snippet: Playing on a private survival server with my Dad and brothers. Got this…

techniques for more aesthetic stone builds?

  • Subreddit: r/valheim
  • Bot probability: Low (10%)
  • Snippet: I usua…

Today's Special. Roast Troll Weiner.

  • Subreddit: r/valheim
  • Bot probability: Low (10%)
  • Snippet: submitted by <a href="https://www.reddit.com/user/…

Turning on Hammer mode just to get building done

  • Subreddit: r/valheim
  • Bot probability: Low (10%)
  • Snippet: I just started playing Valheim earlier this month and I'm having a blast. I was never into survival games but, with all the hype my friends pushed on it, and it was on sale for $10, I figured what the hell. I'm playing by myself and I finally got myself to the iron age. My friends are waiting for 1.0 to come out since they've already played the game. I found a swamp area on m…

Valheim 1.0 FAQ

  • Subreddit: r/valheim
  • Bot probability: Low (18%)
  • Snippet: submitted by /u/SzotyMAG [link] [comments]

Valheim 1.0 reveal trailer - PC Gaming Show 2026

  • Subreddit: r/valheim
  • Bot probability: Low (18%)
  • Snippet: <…

When you wish to touch grass but Valheim has become life

  • Subreddit: r/valheim
  • Bot probability: Low (18%)
  • Snippet: </…

Worst case scenario

  • Subreddit: r/valheim
  • Bot probability: Low (10%)
  • Snippet: So me and my mate se…

“Google and Reddit do not own the Internet," web scraper says after court win

  • Subreddit: r/webdev
  • Bot probability: Low (18%)
  • Snippet: <img src="https://external-preview.redd.it/ptgKFpWx-fsedl9Eq_awOwqalPAIr4N5rWvFElkDSkc.jpeg?width=640&crop=smart&auto=webp&s=f6be670195b2765b85eb872a2c105ac7ac1fad77" alt="“Google and Reddit do not own the Internet," web scraper says after court win" title="“Google and Reddit do not …

AVIF hits Baseline Widely Available today

  • Subreddit: r/webdev
  • Bot probability: Low (18%)
  • Snippet: Edge 121 was released exactly 30 months ago, making it the last major browser to add support for AVIF. That also means that as of today, AVIF is now considered Baseline Widely Available. If you haven't used it, was browser support the biggest blocker? Or if you've been using it, are you planning to simplify by removing fallbacks? submitted by &#3…

Best way to build a video editor portfolio website without spending weeks coding?

  • Subreddit: r/webdev
  • Bot probability: Medium (36%)
  • Snippet: I'm a video editor trying to build a clean portfolio website where I can showcase my projects, embedded videos, motion design work, and maybe a short "About Me" section with a contact form. I'm stuck deciding which route to take. Learn to code and build the whole thing myself (very time-consuming). Pay a developer to build it. Use AI/no-code tools like Fra…

Enlighten me. Why does a police website need a big red link to Google on the right hand side labelled "Leave Site"?

  • Subreddit: r/webdev
  • Bot probability: Low (10%)
  • Snippet: <img src="https://external-preview.redd.it/2ZPlqb_xy6PdhpdUuvBzjK4pDObBKSlFDhkENrLaINM.jpeg?width=640&crop=smart&auto=webp&s=66c4a90da9ca5304e15acb7bff39c730e057294f" alt="Enlighten me. Why does a police website need a big red link to Google on the right hand side labelled "Leave…

Frontend CI/CD in the age of AI -- Part 1

  • Subreddit: r/webdev
  • Bot probability: Low (28%)
  • Snippet: <!-- SC_O…

Full-stack SaaS with React + Cloudflare Workers + Crypto Payments

  • Subreddit: r/webdev
  • Bot probability: Low (20%)
  • Snippet: Built an AI Image Processing SaaS with React + Cloudflare Workers 🚀 🌐 Live Demo: https://yt-thumblin-pro.vercel.app/ Hi r/webdev! Over the past few weeks, I've been building an image processing SaaS from scratch. The goal was to create a fast, serverless application that supports batch im…

How do you guys handle security when installing third-party AI Agent skills?

  • Subreddit: r/webdev
  • Bot probability: Low (28%)
  • Snippet: Hey r/WebDev, As more devs start integrating autonomous agents and downloading third-party SKILL.md packages, I noticed a lot of people just run them blindly without checking what's inside the lifecycle scripts. I put together an open-source tool called SkillShield (https://ai-skill-sh…

How does a web page get text from the server

  • Subreddit: r/webdev
  • Bot probability: Low (5%)
  • Snippet: Hi all. My 15 year old son has a second interview for an apprenticeship in the uk, and the interviewer has asked him find do some homework beforehand. The question he asked him was “How does a web page get text from the server?” I’m sure this sounds like a simple question but is in fact quite involved. Can anyone help out my son please? (Sorry, h…

How realistic is the "full" in full stack dev?

  • Subreddit: r/webdev
  • Bot probability: Low (10%)
  • Snippet: I've been spending a good half year doing dev ops work to get an application going. Most of it was educational as I was repurposed into devops from web development. As I am coming back into web development, writing a frontend for a service that consumes the big application I have been laying architecture for the last six months, I feel like a total fraud. I've forgotten like 8…

How should i do DSA being a Frontend Developer?

  • Subreddit: r/webdev
  • Bot probability: Low (5%)
  • Snippet: Hi there Hope y'all doing great out there basically im a student and i genuinly love making frontend screen and implement new things on daily basis , but when i try to attempt questions from Leetcode , its so hard i cant do it without the help of ai And thats why im a bit worried about it as i dont even know in which langauge should i do DSA , should i do it in C++ or ja…

Monthly Getting Started / Web Dev Career Thread

  • Subreddit: r/webdev
  • Bot probability: Low (18%)
  • Snippet: Due to a growing influx of questions on this topic, it has been decided to commit a monthly thread dedicated to this topic to reduce the number of repeat posts on this topic. These types of posts will no longer be allowed in the main thread. Many of these questions are also addressed in the sub FAQ or may have been asked in <a href="/r/webdev/search?q=flair%3AMonthlyCareerThre…

Monthly Getting Started / Web Dev Career Thread

  • Subreddit: r/webdev
  • Bot probability: Low (18%)
  • Snippet: Due to a growing influx of questions on this topic, it has been decided to commit a monthly thread dedicated to this topic to reduce the number of repeat posts on this topic. These types of posts will no longer be allowed in the main thread. Many of these questions are also addressed in the sub FAQ or may have been asked in <a href="/r/webdev/search?q=flair%3AMonthlyCareerThre…

OneSignal killing free tier. Looking to move from them, what are some alternatives you use?

  • Subreddit: r/webdev
  • Bot probability: Low (10%)
  • Snippet: I have an app that is free and makes a few bucks through in app purchases. It is still in its infancy stage. Surprised to see that onesignal is now removing the free plan and making it limited to 1,000 active users. Any alternatives? Don't know if i can afford whatever they are going to try and upsell. Is there another service that is free or something che…

Question for web developers: "I have a problem"

  • Subreddit: r/webdev
  • Bot probability: Low (5%)
  • Snippet: Problem: I have a fairly new website through a Canadian hosting plan. The pro plan is such that if I wanted a second website, I could. Now, I have activated a second website, and now ... both sites are operating very slowly. I contacted the hosting company for help, and after waiting two days for a reply, they assured me everything is correct. I asked online for help …

We built a free tool after repeatedly experiencing scope creep while freelancing. We'd love honest feedback from other freelancers.

  • Subreddit: r/webdev
  • Bot probability: Low (28%)
  • Snippet: <img src="https://preview.redd.it/3h8nvk16r2gh1.png?width=640&crop=smart&auto=webp&s=631269a9868531342fcbc25786b1b0ae235b407a" alt="We built a free tool after repeatedly experiencing scope creep while freelancing. We'd love honest feedback from other freelancers." title="We built a free tool…

Where I'm at with my first full-stack project

  • Subreddit: r/webdev
  • Bot probability: Medium (48%)
  • Snippet: I'm building the place order function (my first foray into the backend) of a larger project. Here's an update for those who are interested. The first thing I knew I had to do was figure out what goes where. I had already, at the suggestion of ChatGPT, my mentor in this, decided on a control (API) layer, application layer, service layer and data layer. But I didn't reall…

Fetch diagnostics

  • r/selfhosted — fetch failed