Reddit Scrub - 2026-09-16
Summary
- Posts fetched internally: 914
- Recommendations shown: 25
- Subreddits searched: 49
- Subreddits with results: 43
- Keywords represented: 35
- Fetch status: 6 subreddits rate-limited or blocked during this run.
Top posts to contribute to
Ranked for subject fit, a clear opening to add experience, substance, freshness, and learned feedback. The complete corpus remains in the linked internal JSON.
1. Almost Every Doom Game, in Reverse Order (Part 3: The OG games)
Open Reddit thread
- Subreddit: r/patientgamers
- Feedback ID:
1wg5y1o - Why it fits: AI / cloud / DevOps (cloud); gaming / content (gaming, survival); home music production (mixing); aviation / military (flying) (score 107)
- Bot probability: Low (5%)
- Snippet: I’ve played some of these before, albeit a very long time ago. But I thought it would be fun to revisit them after playing most of the games that came later. Note, I didn’t do the Master Levels. I completely forgot about them until I’d finished all three, by which point I’d had enough. Final Doom This was a pair of Doom WADs made by third parties in the community, packaged and sold as a single new game. Not exactly a…
2. My clients refuse to pay for my work, what can i do now?
Open Reddit thread
- Subreddit: r/audioengineering
- Feedback ID:
1whnxyw - Why it fits: home music production (mixing, mastering); books / reading (reading); asks for experience or help; clear opening for a useful reply (score 104)
- Bot probability: Low (5%)
- Snippet: Hi there, i am a mix/master engineer. I have been mixing and mastering for 7 years now, mostly songs from independent artist. And in the current year(2026), i have been looking for finally charging for my work and my time. What happens is that i have had 3 different artist that ask for my mastering services, and i took their songs seriously, it took me about 3 days each song, from each artist... And then, When i tell…
3. Just wanted to share my recent build: Dual Xeon Platinum 8180s, 192GB RAM, dual GPUs (4070 OC / 6800XT), 44TB storage
Open Reddit thread
- Subreddit: r/homelab
- Feedback ID:
1wgqpl8 - Why it fits: AI / cloud / DevOps (ai, cloud); homelab / self-hosting (homelab, server, proxmox); gaming / content (gaming); asks for experience or help (score 117)
- Bot probability: Low (10%)
- Snippet: Been a lurker here for a bit, so I decided to share my recent build. Still a work in progress so the pics are bit of a mess. Definitely nervous about sharing haha. Went overkill because I wanted to build something unique, experiment with cloud computing /Type-1 Hypervisors, and running LLMs for my upcoming MSCS AI/ML program (fingers crossed I get accepted in to GA TECH 🤞🏾) The first few screens are from my testing…
4. Nginx Proxy Manager in Docker can't connect to Jellyfin on Windows, getting 502
Open Reddit thread
- Subreddit: r/jellyfin
- Feedback ID:
1whh62i - Why it fits: AI / cloud / DevOps (docker); homelab / self-hosting (jellyfin, docker); gaming / content (youtube); asks for experience or help (score 113)
- Bot probability: Low (5%)
- Snippet: SOLVED Hey, I'm pretty stuck on this and honestly I'm not an expert with Docker or networking, so sorry if I explain something wrong. I'm trying to run Nginx Proxy Manager in Docker on Windows and use it to reverse proxy to Jellyfin, which is installed normally on Windows, not in Docker. I'm using DuckDNS for the domain. I originally followed this tutorial pretty much from start to finish: https :// www.youtube.com /…
5. Join our growing /r/FinancialCareers Discord server!
Open Reddit thread
- Subreddit: r/FinancialCareers
- Feedback ID:
eg62vy - Why it fits: homelab / self-hosting (server); aviation / military (military); trading / quant / CTI (trading); asks for experience or help (score 102)
- 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 professionals from IB, PE, HF, Prop trading, Corporate Banking, Corp Dev, FP&A, and more. There are also students who are returning full-time Analysts a…
6. What's the most unfair story in aviation?
Open Reddit thread
- Subreddit: r/aviation
- Feedback ID:
1whc54y - Why it fits: aviation / military (aviation, pilot, flying); asks for experience or help; clear opening for a useful reply; matches experience Mat can contribute (score 100)
- Bot probability: Low (5%)
- Snippet: For me, it HAS to be the 1998 Cavalese cable car crash - long story short, 4 U.S. Marines were flying a Prowler too low and too fast and off course through Italian mountains, while filming the flight. They ended up striking the cables of a cable car full of people, killing 20 skiers inside that fell to their death. Once landed, they destroyed the videotape and damaged (on purpose or not) the FDR, making the data unav…
7. Open Source Appreciation Post
Open Reddit thread
- Subreddit: r/LocalLLaMA
- Feedback ID:
1whj1fv - Why it fits: AI / cloud / DevOps (ai); homelab / self-hosting (server); books / reading (reading); asks for experience or help (score 132)
- Bot probability: Low (5%)
- Snippet: It's late at night in the lab, I've been working on a basic script for a virology project, and holy hell the safeguards have been pissing me off. Mirroring detectEVE data over rsync to my laptop by making a zip file first? No no no, great safety mogul DARIO demands there be NO file transfer today. Request blocked, reported, labeled [cyber]. Yet, Deepseek V4.1 does it with no complaint. I got tired of reading papers -…
8. Write up on building and improving reliability of agentic harnesses + a big dataset from my work.
Open Reddit thread
- Subreddit: r/LocalLLaMA
- Feedback ID:
1whnl3i - Why it fits: AI / cloud / DevOps (agent); homelab / self-hosting (self-hosted); books / reading (reading, history); aviation / military (aviation) (score 127)
- Bot probability: Medium (38%)
- Snippet: I've been working on something for this community (and other self-hosted communities) for almost 5 months now. Personally, I would grade it as probably the closest open source equivalent of Manus and parts of Perplexity compared to the field right now. It has been a fuck ton of work, and I am in the final steps of releasing it. To give you the gist, its a deep research+builder+agent application. It has basically been…
9. Looking to streamline holdings into 10–12 core positions. Heavy AI/Tech focus, feedback welcome!
Open Reddit thread
- Subreddit: r/investing
- Feedback ID:
1whkvc4 - Why it fits: AI / cloud / DevOps (ai, cloud, aws); trading / quant / CTI (investing); asks for experience or help; clear opening for a useful reply (score 134)
- Bot probability: Low (10%)
- Snippet: Hey everyone, Looking to simplify my portfolio from ~24 individual holdings down to 12 high-conviction themes/positions . I’m heavily bullish on AI long-term (spanning compute, physical power/cooling bottlenecks, cloud hyperscalers, and enterprise software), while keeping broad S&P 500 indexing as the foundation. I currently have about 12% in cash/money market waiting to deploy. Here is my current high-level breakdow…
10. Help a brother make a roadmap!
Open Reddit thread
- Subreddit: r/algotrading
- Feedback ID:
1wg7n7h - Why it fits: AI / cloud / DevOps (llm, programming); trading / quant / CTI (trading, quant, algotrading); asks for experience or help; clear opening for a useful reply (score 118)
- Bot probability: Low (20%)
- Snippet: Hey everyone, so I'm in a pretty unique position. I'm not looking for some get rich quick scheme. Honestly, I just want to push myself and learn something new. I'm currently an MSIS student taking ML classes, and I want to learn algo trading alongside building my own local LLM. The main goal would be to eventually fine tune/build a system that can handle everything from research and strategy development to backtestin…
11. TrueNAS 26-BETA.3 Now Available!
Open Reddit thread
- Subreddit: r/truenas
- Feedback ID:
1vtni70 - Why it fits: explicitly labeled good; AI / cloud / DevOps (cloud, docker); homelab / self-hosting (truenas, nas, server); asks for experience or help (score 139)
- Bot probability: Low (5%)
- Snippet: The TrueNAS team is pleased to release TrueNAS 26-BETA.3! This release updates the Linux kernel and OpenZFS, moves the NVIDIA GPU driver to the Long Term Support Branch for a longer support window, and adds dedicated spares for dRAID pools and spare activation for special and dedup vdevs. It also fixes upgrade issues that affected Active Directory and Enterprise update profiles, a cloud backup defect that stopped all…
12. Moving on from owncloud
Open Reddit thread
- Subreddit: r/selfhosted
- Feedback ID:
1whp48v - Why it fits: AI / cloud / DevOps (ai); homelab / self-hosting (selfhosted, server, proxmox); asks for experience or help; clear opening for a useful reply (score 134)
- Bot probability: Low (10%)
- Snippet: For quite some time, I ran my own infrastructure to cover the digital needs of my parents and mine. It started when I was using a WD mycloud back in 2019 (?) when they suddenly decided, that their backup-and-sync solution, which was free and ok-ish (turnover time for 1 file around 2 min), should actually cost something and they switched to goodsync with no way to keep the old system. I tried it in good faith to actua…
13. AWS vs Azure for Laravel with HIPAA/BAA requirements and minimal DevOps?
Open Reddit thread
- Subreddit: r/aws
- Feedback ID:
1wg3a3c - Why it fits: AI / cloud / DevOps (aws, azure, docker); homelab / self-hosting (server, docker); asks for experience or help; clear opening for a useful reply (score 133)
- Bot probability: Low (28%)
- Snippet: I’m a solo Laravel developer moving a production app away from a Forge-managed VPS setup as I can't sign a BAA. My main priority is as little server/DevOps maintenance as possible . I want a managed setup where I’m not babysitting servers, Docker, Kubernetes, Redis, etc. unless absolutely necessary. The app is roughly: Laravel + Inertia/React MySQL Laravel scheduler One queue worker Database queues are fine at curren…
14. Is “AI + cloud engineering” becoming a real skillset or is it mostly hype?
Open Reddit thread
- Subreddit: r/cloud
- Feedback ID:
1wcr0dc - Why it fits: AI / cloud / DevOps (ai, cloud, aws); homelab / self-hosting (docker); asks for experience or help; clear opening for a useful reply (score 125)
- Bot probability: Low (10%)
- Snippet: I’ve noticed more overlap recently between traditional cloud engineering and applied AI engineering. For example, someone building production AI systems might need to understand: AWS/Azure/GCP Docker Terraform CI/CD APIs RAG agents MCP evals observability I’m curious whether people working in cloud are actually seeing this convergence in the real world. Are cloud engineers on your teams being expected to learn AI sys…
15. Designing a local AI harness against the "echo-chamber" loop: deterministic arbiters, tight token caps, and skeptical devs
Open Reddit thread
- Subreddit: r/devops
- Feedback ID:
1wf436w - Why it fits: AI / cloud / DevOps (ai, llm, agent); asks for experience or help; clear opening for a useful reply; matches experience Mat can contribute (score 122)
- Bot probability: Low (20%)
- Snippet: I am designing a CLI harness for our team to integrate agentic coding using opencode on top of an existing stack with distributed repositories, Java backend services, and shared Ansible deployment code across on-premise infrastructure. My objective is to design a local, deterministic cleanroom that prevents the specific failure modes of AI-assisted dev while operating under tight technical constraints. Reality and co…
16. 1 year into DevOps, Am I actually growing, or am I just getting a lot of exposure?
Open Reddit thread
- Subreddit: r/devops
- Feedback ID:
1wf7vs9 - Why it fits: AI / cloud / DevOps (ai, aws, azure); asks for experience or help; clear opening for a useful reply; matches experience Mat can contribute (score 121)
- Bot probability: Low (5%)
- Snippet: I’m a little confused about whether I’m actually growing in my DevOps career or just getting exposed to a lot of different things without developing deep expertise. I have around 1 year of professional DevOps experience and currently work at a mid-sized service-based company in Mumbai. I’m basically the only DevOps person in my team, so I get to work on quite a lot of things independently. My work currently looks som…
17. Can I create a portable self hosted personal Pinterest?
Open Reddit thread
- Subreddit: r/selfhosted
- Feedback ID:
1whlywl - Why it fits: AI / cloud / DevOps (ai); homelab / self-hosting (selfhosted, server); books / reading (books, reading); asks for experience or help (score 120)
- Bot probability: Low (5%)
- Snippet: Hi!! I’m very new to the tech space and I was wondering if anyone could help. My brother told me Reddit would be a good place to start lol. I was wondering if it would be possible to create software or program similar to Pinterest but keep it in my own portable hard drive? I have a ton of photos and videos on my phone, plus a ton of content from Pinterest that I have to save because their stupid ai flags everything. …
18. Truenas & BX500 ssd.. did i make the wrong choice ?
Open Reddit thread
- Subreddit: r/truenas
- Feedback ID:
1wb08p3 - Why it fits: AI / cloud / DevOps (ai, docker); homelab / self-hosting (truenas, arr, nas); asks for experience or help; clear opening for a useful reply (score 120)
- Bot probability: Low (5%)
- Snippet: Hello everyone, I've been running my TrueNAS server for more than a year now with one main pool of 2x mirrored 2TB Crucial BX500 ssd.. (and lately added an extra 1x 1TB NVMe pool) Everything was running fine since the begining, but lately, the more i add apps and services, the more i start to encounter weird problems & behaviours such as : Global apps freeze while my arr* stack is downloading/processing media System …
19. We’ve been experimenting with AI that doesn’t just find security issues; it tries to fix them
Open Reddit thread
- Subreddit: r/devops
- Feedback ID:
1whorok - Why it fits: AI / cloud / DevOps (ai, devops); asks for experience or help; clear opening for a useful reply; matches experience Mat can contribute (score 116)
- Bot probability: Medium (48%)
- Snippet: I’ve been working on Orbis AppSec [1], and I wanted to share what we’ve been building and get some feedback from the DevOps/AppSec community. The basic idea is pretty simple: most security tooling is good at telling you, “There is a vulnerability in this repository.” But someone still has to figure out: - Is this actually exploitable? - Is it a false positive? - What is the right fix for this codebase? - What depen…
20. Is there any functional, free local AI that can do proper web research?
Open Reddit thread
- Subreddit: r/selfhosted
- Feedback ID:
1whqqm6 - Why it fits: AI / cloud / DevOps (ai, agent); homelab / self-hosting (selfhosted); books / reading (reading); asks for experience or help (score 115)
- Bot probability: Low (10%)
- Snippet: Is there any ready‑to‑use, easy‑to‑configure local AI tool that can do proper research on information from the internet? What I’m looking for is something that runs fully locally, but still has the ability to search the web and scrape/collect data from websites and ideally does it in a sensible, reliable way without being locked behind a paywall. Everything I’ve tested so far has been pretty disappointing. I tried Va…
21. Bay Area ground school recommendations: San Carlos Flight Center vs. AeroDynamic at KRHV?
Open Reddit thread
- Subreddit: r/flying
- Feedback ID:
1whkpnj - Why it fits: books / reading (reading); aviation / military (aviation, flying); asks for experience or help; clear opening for a useful reply (score 115)
- Bot probability: Low (5%)
- Snippet: Hi everyone, I’m looking for a good in-person ground school in the Bay Area as part of my prep to reapply for the Cathay Pacific Cadet Program next March. I applied earlier this year but failed the initial interview, which resulted in a 12-month waiting period before I can apply again. To be clear, the rejection seemed to be more about how I handled the interview than my technical knowledge. They didn't even ask me a…
22. Nginx Proxy Manager in Docker can't connect to Jellyfin on Windows, getting 502
Open Reddit thread
- Subreddit: r/docker
- Feedback ID:
1whh52p - Why it fits: AI / cloud / DevOps (docker); homelab / self-hosting (jellyfin, docker); gaming / content (youtube); asks for experience or help (score 113)
- Bot probability: Low (5%)
- Snippet: Hey, I'm pretty stuck on this and honestly I'm not an expert with Docker or networking, so sorry if I explain something wrong. I'm trying to run Nginx Proxy Manager in Docker on Windows and use it to reverse proxy to Jellyfin, which is installed normally on Windows, not in Docker. I'm using DuckDNS for the domain. I originally followed this tutorial pretty much from start to finish: https :// www.youtube.com /watch?v…
23. I moved my ~150 TB server from Unraid to Debian without moving the data
Open Reddit thread
- Subreddit: r/selfhosted
- Feedback ID:
1whnbd2 - Why it fits: AI / cloud / DevOps (automation, docker); homelab / self-hosting (selfhosted, nas, server); asks for experience or help; clear opening for a useful reply (score 112)
- Bot probability: Low (10%)
- Snippet: I've run Unraid on my main server, Tower, for almost 10 years. It served me well, and I'd still recommend it for a lot of people. But over the years my server went from basically a NAS with some Docker containers to ~150 TB, 15 data disks, 60+ containers, custom applications, business infrastructure, media, home automation, backups, etc. At some point I think I just outgrew it and some of the slackware quirks. I also…
24. RTX 3070: repeated Enshrouded Vulkan device lost crashes, sometimes full PC/GPU lock requiring reboot. Tried drivers, Prefer Native, DLAA, overlays, fresh world, cache rebuild, etc. Logs attached
Open Reddit thread
- Subreddit: r/Enshrouded
- Feedback ID:
1wgpwre - Why it fits: homelab / self-hosting (self-hosted, server); gaming / content (enshrouded); asks for experience or help; clear opening for a useful reply (score 111)
- Bot probability: Low (5%)
- Snippet: I've been troubleshooting repeated Enshrouded crashes for several days and I'm running out of useful things to try. I'm posting the full details because I've already tried most of the common fixes I've found through searching Reddit/Steam/etc., and I'd really like to avoid another round of "verify files / update driver / turn off overlay." System: Ryzen 9 5900X RTX 3070 8 GB 64 GB RAM ASRock B450M Steel Legend Window…
25. [RELEASE] pandas-ta-classic v0.8.32: lookahead-bias fixes, bit-exact TA-Lib parity, big numba speedups
Open Reddit thread
- Subreddit: r/algotrading
- Feedback ID:
1wfyr6y - Why it fits: books / reading (history); trading / quant / CTI (algotrading, backtest); asks for experience or help; clear opening for a useful reply (score 110)
- Bot probability: Low (18%)
- Snippet: Hey r/algotrading , pandas-ta-classic v0.8.32 is out. This is the community-maintained fork of pandas-ta. The main themes of this release are correctness and speed. If you backtest with it, please upgrade. A few of these bugs could make a backtest look better than it really was. 🚨 Lookahead bias fixes (please read) * non_zero_range leaked future bars into past rows** (#149). If any bar in your data had high == low ,…
Teach the ranker
Reply in Discord with reddit good <ID> or reddit bad <ID> (you can list multiple IDs). Dock can record it with:
node scripts/reddit-scrub-rss.js feedback good <ID>
Labels persist locally and adjust future scores using topic and subreddit similarity.
Fetch diagnostics
- r/homerecording — HTTP 403: https://www.reddit.com/r/homerecording/hot.rss
- r/arr — HTTP 429: https://www.reddit.com/r/arr/hot.rss
- r/kubernetes — HTTP 429: https://www.reddit.com/r/kubernetes/hot.rss
- r/artificial — HTTP 429: https://www.reddit.com/r/artificial/hot.rss
- r/MachineLearning — HTTP 429: https://www.reddit.com/r/MachineLearning/hot.rss
- r/nvidia — HTTP 429: https://www.reddit.com/r/nvidia/hot.rss