Reddit Scrub - 2026-08-10

Summary

Posts fetched internally: 792
Recommendations shown: 25
Subreddits searched: 38
Subreddits with results: 38
Keywords represented: 21
Fetch status: No fetch warnings.

1. Project Agent - the agent that treats your local folder as an agentic wiki and acts accordingly

Open Reddit thread

Subreddit: r/selfhosted
Feedback ID: 1vkdof5
Why it fits: AI / cloud / DevOps (ai, agent); homelab / self-hosting (selfhosted); gaming / content (youtube); asks for experience or help (score 88)
Bot probability: Low (18%)
Snippet: i love the "project" feature in claude and codex. it is a clear way to aggregating useful context together, saving me tones of trouble of needing to explain twice - it is like a wiki for agent to keep track of my work. it is also the first time i was exposed to the power of cross-session long-term memory: it enables accumulation. every artifacts produced become the reference and basis for the next. you and your agent…

2. Jellyfin randomly drops connection completely – cause unclear

Open Reddit thread

Subreddit: r/jellyfin
Feedback ID: 1vjzogq
Why it fits: AI / cloud / DevOps (docker); homelab / self-hosting (jellyfin, server, docker); gaming / content (stream); asks for experience or help (score 88)
Bot probability: Low (5%)
Snippet: Hi all, I'm running Jellyfin in Docker on a Proxmox host (ZFS pool) with an Intel Arc A310 for HW transcoding. For a while now I've been having an issue where the connection drops completely during playback — the stream just stops and I usually have to reconnect / reload the server. So far I haven't been able to pin it down to transcoding vs. direct play, it seems to happen somewhat randomly. Setup: Jellyfin in Docke…

3. Projets ideas for junior

Open Reddit thread

Subreddit: r/kubernetes
Feedback ID: 1vjdx7i
Why it fits: AI / cloud / DevOps (kubernetes, devops, api); homelab / self-hosting (proxmox); gaming / content (youtube); asks for experience or help (score 85)
Bot probability: Low (10%)
Snippet: Hi, i studied Kubernetes since several months from a youtube series created by a french senior DevOps at mistralAI. He's really diging deep. https://youtube.com/playlist?list=PLn6POgpklwWo6wiy2G3SjBubF6zXjksap (Note : I did the entire playlist) I will pass a kubernetes certif in the coming weeks. But after it, i want to do a project ( a serious one). As I have serious knowledge about cryptography, i think i will try …

4. Best Embedding + Reranking Model

Open Reddit thread

Subreddit: r/LocalLLaMA
Feedback ID: 1vjk57h
Why it fits: AI / cloud / DevOps (api); homelab / self-hosting (server); trading / quant / CTI (quant); asks for experience or help (score 84)
Bot probability: Low (10%)
Snippet: What Local Embedding + Reranking Models are you guys running for RAG? I went down this rabbit hole because I wanted a Embedding Model + Reranker for a Translation Memory Server. Essentially, given X phrase/word/sentence/paragraph in English, can it find a similar phrase/word/sentence/paragraph in the target language that's already translated. This is for 15 different languages - both western and eastern. For this par…

5. Massive Quartermaster update dropping, right around the corner 1.1.4

Open Reddit thread

Subreddit: r/arr
Feedback ID: 1vk10hi
Why it fits: AI / cloud / DevOps (docker); homelab / self-hosting (homelab, jellyfin, arr); asks for experience or help; enough detail for a substantive reply (score 84)
Bot probability: Low (8%)
Snippet: Hi r/ARR , what a busy beta phase this has been. For everyone who has been a part of it, thank you so much. That back and forth is really what puts QM into the atmosphere. Quick context if you have not seen it before, Quartermaster is an iPhone and iPad app for the stack you already run. Radarr, Sonarr, Prowlarr, Bazarr, your download clients, Jellyfin or Plex, and a fair few more besides. It talks only to your own s…

6. Cloud Engineers: Which YouTube roadmap/course would you follow in 2026?

Open Reddit thread

Subreddit: r/cloud
Feedback ID: 1vj6iml
Why it fits: AI / cloud / DevOps (cloud, aws, docker); homelab / self-hosting (docker); gaming / content (youtube); asks for experience or help (score 83)
Bot probability: Low (28%)
Snippet: I'm currently working toward a Cloud Engineer role and I'm trying to avoid jumping between 20 different YouTube playlists without actually becoming job-ready. I already have a foundation in Linux and networking, and I'm now focusing on AWS/cloud. I've found several 2026 Cloud Engineer roadmaps covering things like: - Linux & Networking - AWS - Python/Bash - Git/GitHub - Docker - Kubernetes - Terraform/IaC - CI/CD - M…

7. Update 6 - Pre-Release 11 - August 6th, 2026

Open Reddit thread

Subreddit: r/hytale
Feedback ID: 1vh9ogv
Why it fits: homelab / self-hosting (server); gaming / content (hytale); aviation / military (flying); trading / quant / CTI (trading) (score 83)
Bot probability: Low (26%)
Snippet: Link to previous patch notes. ---- Link to source Pre-Release (Update 6 Part 11) August 6, 2026 Avatar & Customization Haircuts have received a visual pass and had their colors tuned. Ear accessories now line up with each ear type, shifting their positions accordingly. Added color options to the following cosmetics: Alpine Explorer’s Jumper Crown Thigh-High Stockings Performed visual reworks for the following cosmeti…

8. 19 year old B.Tech student exploring algorithmic trading - looking for advice from experienced algo traders

Open Reddit thread

Subreddit: r/algotrading
Feedback ID: 1vj0efa
Why it fits: AI / cloud / DevOps (ai); trading / quant / CTI (trading, algotrading, algorithmic trading); asks for experience or help; enough detail for a substantive reply (score 82)
Bot probability: Low (5%)
Snippet: 19-year-old B.Tech student exploring algorithmic trading — looking for advice from experienced algo traders I am a 19-year-old student pursuing a B.Tech in AI & Data Science. I have also been trading forex manually for the past two years. Currently, I am at the breakeven stage, so I am planning to explore algorithmic trading full-time. I have a good understanding of coding, AI/ML, and software development. I recently…

9. for Mac OS users with media on NAS

Open Reddit thread

Subreddit: r/jellyfin
Feedback ID: 1vk1bsb
Why it fits: AI / cloud / DevOps (automation); homelab / self-hosting (truenas, jellyfin, nas); asks for experience or help; enough detail for a substantive reply (score 81)
Bot probability: Low (20%)
Snippet: Jellyfin on macOS with media on a NAS Reliable automatic SMB mounting, shutdown/startup, and using an old Mac as the NAS We recently finished setting up a Jellyfin server on a Mac with the media stored on another machine over SMB. In this case the “NAS” is actually an old Mac Pro 3,1 running High Sierra with several internal drives, but most of this should also apply to a conventional Synology/QNAP/TrueNAS/etc. SMB s…

10. Memory market: Comparison of spot, contract, and retail prices in 2025/26

Open Reddit thread

Subreddit: r/hardware
Feedback ID: 1vjorhl
Why it fits: AI / cloud / DevOps (ai); homelab / self-hosting (server); trading / quant / CTI (futures); asks for experience or help (score 80)
Bot probability: Low (5%)
Snippet: The memory crisis is certainly the defining - albeit most undesirable - issue in the current IT landscape; it dictates so much, and very little can be achieved independently of it. This is accompanied by constant reports of further increases in industrial prices from memory manufacturers, who are thus warning of a further worsening of the situation. And this despite the fact that, up until the end of the last quarter…

11. Various high performing switchboards OOS last year

Open Reddit thread

Subreddit: r/algotrading
Feedback ID: 1vjuk5b
Why it fits: homelab / self-hosting (server); trading / quant / CTI (trading, algotrading, backtest); asks for experience or help; enough detail for a substantive reply (score 80)
Bot probability: Low (30%)
Snippet: I'm one of the top creators on Composer with hundreds of portfolios using my public algos (search for Curved). I have many private ones also and figured I'd dump some high performing ones here. The 3-15 year backtests (some rely on newer symbols) on these are also exceptionally high. Having watched this sub for some time, I suspect comments will be full of suspicion. The suspicion is justified, but you are welcome to…

12. Best practices for securing VPS

Open Reddit thread

Subreddit: r/selfhosted
Feedback ID: 1vkdhfr
Why it fits: homelab / self-hosting (homelab, selfhosted, jellyfin); asks for experience or help; enough detail for a substantive reply; fresh thread (score 79)
Bot probability: Low (5%)
Snippet: Hi everybody. I'm learning a lot about self hosting and expanding my homelab, so naturally, I reached the point where I'm trying my best to secure everything. I'll describe what my network looks like right now so I can ask the questions better: -An OptiPlex that hosts pretty much everything I use (Jellyfin and the *arr stack, CubeCoders AMP for game server hosting etc.) -A RaspberryPi that hosts a simple web app to W…

13. Docker networking and reverse proxy

Open Reddit thread

Subreddit: r/docker
Feedback ID: 1vi2llg
Why it fits: AI / cloud / DevOps (docker, api); homelab / self-hosting (server, docker); gaming / content (stream); asks for experience or help (score 79)
Bot probability: Low (5%)
Snippet: I am having some issue understanding how to forward traffic to a container from NPM (Nginx Proxy Manager). Understanding the docker networking layer is giving me some trouble, and I hope I might get some feedback and suggestion on my current setup. I had been running a grimmory container without issue, setup with docker-compose and behind a static nginx reverse proxy. A few weeks ago I discovered that the advertised …

14. Any help appreciated!

Open Reddit thread

Subreddit: r/docker
Feedback ID: 1vjo7um
Why it fits: AI / cloud / DevOps (docker); homelab / self-hosting (server, docker); gaming / content (satisfactory); asks for experience or help (score 78)
Bot probability: Low (10%)
Snippet: I am very new to home labs and i've been running a satisfactory server on docker for the last month or so. Tonight I asked Gordon to up the tick rate of the server and it subsequently deleted the container and created a new one. I don't think there were any auto saves of the world since I uploaded it to the server so I've lost about 100 hours in progress between my friend and I. Is there anything I can do or is it go…

15. HP EliteDesk 800 G4 Mini Desktop as alternative to Pi-like systems

Open Reddit thread

Subreddit: r/homelab
Feedback ID: 1vjyc5h
Why it fits: AI / cloud / DevOps (docker); homelab / self-hosting (homelab, server, docker); asks for experience or help; enough detail for a substantive reply (score 78)
Bot probability: Low (5%)
Snippet: I have 11-12yo OrangePi Plus 2 working as a pi-hole & netalertx host. It works, ish, but it has only 2GB of RAM and 4-cores CPU (ARM v7 I believe). And temperatures are high, yeah - like 65-70 C. So I am considering to upgrade it to something more modern (like 2018+) hardware. Found this mini desktop on ebay. That is obvious that it is much much more capable (it has 16GB RAM & 512GB SSD), and it will suffice my needs…

16. Cloud Engineers: Which YouTube roadmap/course would you follow in 2026?

Open Reddit thread

Subreddit: r/devops
Feedback ID: 1vj6h2l
Why it fits: AI / cloud / DevOps (cloud, aws, docker); homelab / self-hosting (docker); gaming / content (youtube); asks for experience or help (score 78)
Bot probability: Low (28%)
Snippet: I'm currently working toward a Cloud Engineer role and I'm trying to avoid jumping between 20 different YouTube playlists without actually becoming job-ready. I already have a foundation in Linux and networking, and I'm now focusing on AWS/cloud. I've found several 2026 Cloud Engineer roadmaps covering things like: - Linux & Networking - AWS - Python/Bash - Git/GitHub - Docker - Kubernetes - Terraform/IaC - CI/CD - M…

17. GPU help

Open Reddit thread

Subreddit: r/homelab
Feedback ID: 1vk6ytd
Why it fits: AI / cloud / DevOps (ai); homelab / self-hosting (homelab, server); asks for experience or help; enough detail for a substantive reply (score 77)
Bot probability: Low (5%)
Snippet: I was able to get an awesome server from my friend when his company upgraded. This is my first real server and I’d like to get a proper video card in it (for AI work). I don’t think many will fit into the case, nor will the power supplies support it. What are my options?

18. Thoughts on core + thematic satellite portfolio

Open Reddit thread

Subreddit: r/investing
Feedback ID: 1vk6u1v
Why it fits: AI / cloud / DevOps (ai, machine learning); trading / quant / CTI (investing); asks for experience or help; enough detail for a substantive reply (score 76)
Bot probability: Low (5%)
Snippet: Looking for thoughts on a long-term portfolio I’ve been thinking about a core and satellite approach for a 20+ year horizon: 55% XEQT as the broad global equity core 15% VHT (healthcare) 15% QTUM (quantum / AI / machine learning theme) 15% UFO (space economy) No crypto, no leveraged products. I’m aware there’s some overlap (especially XEQT with the others through tech/healthcare holdings). The idea is to keep a solid…

19. More mmorpg ideas!!!

Open Reddit thread

Subreddit: r/MMORPG
Feedback ID: 1vk7ye2
Why it fits: gaming / content (mmorpg); aviation / military (flying); asks for experience or help; enough detail for a substantive reply (score 75)
Bot probability: Low (10%)
Snippet: This is just an idea. Please comment what you would change and 100% tell what is unoriginal and needs work. Thats the whole point for posting this. Please don’t hold back. The basic idea for FLO is an open-world MMORPG where all the different stories humans have created throughout history can exist in one game. Myths, legends, folklore, fantasy, steampunk, sci-fi, space, monsters, civilizations, and just random ideas…

20. Looking for recommendations for similar sorts of content! (live-coding)

Open Reddit thread

Subreddit: r/programming
Feedback ID: 1vkas2n
Why it fits: AI / cloud / DevOps (programming); gaming / content (youtube); asks for experience or help; enough detail for a substantive reply (score 75)
Bot probability: Low (5%)
Snippet: Hi guys! Don't post on Reddit very often, but nice to meet y'all. I'll get to the point. It's been a little more than a year since I graduated from college with a major in Computer Science, and even allowing for how little I learned during those four years (which is another conversation), I've recently become painfully aware of how little I know about writing decent code, managing a codebase, using technology effecti…

21. New to CrowdSec Console

Open Reddit thread

Subreddit: r/selfhosted
Feedback ID: 1vjhq8g
Why it fits: AI / cloud / DevOps (cloud); homelab / self-hosting (homelab, selfhosted, server); asks for experience or help; enough detail for a substantive reply (score 74)
Bot probability: Low (10%)
Snippet: https://preview.redd.it/3854gw06eaih1.png?width=2069&format=png&auto=webp&s=05f35ff3c9bd4c64ed5673c560ee88d1cb57f1c0 I have a 2 stage homelab setup, my cloud instance serving my home server via reverse proxy. Have been using fail2ban on the cloud instance (entrance) ever since i started homelabbing. But after learning about a lot of safe practices i decided to setup a distributed crowdsec setup covering both my insta…

22. Certificate Management in your Homelab

Open Reddit thread

Subreddit: r/homelab
Feedback ID: 1vjsslz
Why it fits: AI / cloud / DevOps (docker); homelab / self-hosting (homelab, docker); asks for experience or help; enough detail for a substantive reply (score 74)
Bot probability: Low (10%)
Snippet: Hey guys, just wanted to ask how you all manage certificates in your environment. I am currently using some services, which are deployed via docker. gitea woodpecker portainer to just name a few. Now, when it comes to certificates I also spawn a little acme.sh docker that will provision my certificates for that service with acme dns01 challenge. I am now thinking about using a proxy like traefik to have all my HTTPS …

23. What can I run with this? / I wana start homelabbing (SATIRE)

Open Reddit thread

Subreddit: r/homelab
Feedback ID: 1vk21aj
Why it fits: AI / cloud / DevOps (ai); homelab / self-hosting (homelab); asks for experience or help; enough detail for a substantive reply (score 74)
Bot probability: Low (5%)
Snippet: Hey I dont actually have the hardware pictured above yet, I haven’t done any research on what homelabbing is, what I can use a homelab for or even what that means…but, like, what can I do if I did get the above pictured hardware? Don’t even ELI5…bc a 5 year old would actually be able to ask Google or AI basic questions or browse Reddit/forums for info…tell me how to do it all while I put in less than minimum effort. …

24. We deleted Docker Compose from our internal platform's runtime and migrated to Kubernetes before it was too late

Open Reddit thread

Subreddit: r/devops
Feedback ID: 1vhyiqk
Why it fits: AI / cloud / DevOps (ai, agent, docker); homelab / self-hosting (server, docker); asks for experience or help; enough detail for a substantive reply (score 74)
Bot probability: Low (5%)
Snippet: I’m part of the team that builds platform for turning small applications and AI experiments into deployed services. The first use case came from our own team. Someone built a useful tool, but sharing it with colleagues still required help from a person who understood servers and deployment pipelines. The person who built the application should be able to deploy it and share the URL without an infrastructure handoff. …

25. Portable NAS/Cyberdeck

Open Reddit thread

Subreddit: r/homelab
Feedback ID: 1vk5nwl
Why it fits: homelab / self-hosting (homelab, nas, server); asks for experience or help; enough detail for a substantive reply; fresh thread (score 73)
Bot probability: Low (10%)
Snippet: I recently made some changes to my homelab setup, which gave me the opportunity to tinker. In my prior setup, I would have an hourly CRON job run an rsync wrapper script that backed my main ZFS pool to another server on my network whose job it was to store my backups. After my upgrades, I no longer needed a backup server, so I decided to turn it into a "portable" NAS/cyberdeck. I transplanted all the guts to be held …

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Reddit Scrub - 2026-08-10

Summary

Top posts to contribute to

1. Project Agent - the agent that treats your local folder as an agentic wiki and acts accordingly

2. Jellyfin randomly drops connection completely – cause unclear

3. Projets ideas for junior

4. Best Embedding + Reranking Model

5. Massive Quartermaster update dropping, right around the corner 1.1.4

6. Cloud Engineers: Which YouTube roadmap/course would you follow in 2026?

7. Update 6 - Pre-Release 11 - August 6th, 2026

8. 19 year old B.Tech student exploring algorithmic trading - looking for advice from experienced algo traders

9. for Mac OS users with media on NAS

10. Memory market: Comparison of spot, contract, and retail prices in 2025/26

11. Various high performing switchboards OOS last year

12. Best practices for securing VPS

13. Docker networking and reverse proxy

14. Any help appreciated!

15. HP EliteDesk 800 G4 Mini Desktop as alternative to Pi-like systems

16. Cloud Engineers: Which YouTube roadmap/course would you follow in 2026?

17. GPU help

18. Thoughts on core + thematic satellite portfolio

19. More mmorpg ideas!!!

20. Looking for recommendations for similar sorts of content! (live-coding)

21. New to CrowdSec Console

22. Certificate Management in your Homelab

23. What can I run with this? / I wana start homelabbing (SATIRE)

24. We deleted Docker Compose from our internal platform's runtime and migrated to Kubernetes before it was too late

25. Portable NAS/Cyberdeck

Teach the ranker