Reddit Scrub - 2026-09-21
Summary
- Posts fetched internally: 965
- Recommendations shown: 25
- Subreddits searched: 49
- Subreddits with results: 44
- Keywords represented: 31
- Fetch status: 5 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. Audio Engineers Input on Sound Treatment Plan
Open Reddit thread
- Subreddit: r/audioengineering
- Feedback ID:
1wktftf - Why it fits: home music production (recording); asks for experience or help; clear opening for a useful reply; matches experience Mat can contribute (score 97)
- Bot probability: Low (5%)
- Snippet: Hi Audio Engineers, I want to sound treat an area in my house with the purpose of voice recording. Before sinking lots of money on potentially bad ideas or information I wanted to ask your guys opinions on the treatment plan. Important Info: I do not know much in regards to sound treatment, all info has either been found through long research and speaking with various people who had some experience with sound treatme…
2. r/AudioEngineering Shopping, Setup, and Technical Help Desk
Open Reddit thread
- Subreddit: r/audioengineering
- Feedback ID:
1wgaw86 - Why it fits: gaming / content (gaming); home music production (daw, reaper, ableton); asks for experience or help; clear opening for a useful reply (score 90)
- Bot probability: Low (5%)
- Snippet: Welcome to the r/AudioEngineering help desk. A place where you can ask community members for help shopping for and setting up audio engineering gear. This thread refreshes every 7 days. You may need to repost your question again in the next help desk post if a redditor isn't around to answer. Please be patient! This is the place to ask questions like how do I plug ABC into XYZ, etc., get tech support, and ask for sof…
3. My Tiered Homelab Storage Topology: ZFS Mirrors + MergerFS/SnapRAID on Proxmox VE
Open Reddit thread
- Subreddit: r/homelab
- Feedback ID:
1wm5tx0 - Why it fits: AI / cloud / DevOps (automation); homelab / self-hosting (homelab, jellyfin, server); gaming / content (gaming, stream); asks for experience or help (score 128)
- Bot probability: Low (5%)
- Snippet: Hey everyone, Sharing the storage topology diagram for my primary Proxmox node ("Tesseract"). I spent a few months planning this layout to balance data integrity, power efficiency, and hardware constraints, and it's been running rock-solid and self-sustaining for a couple of months now. The Problem I Wanted to Solve: I didn’t want a single, monolithic ZFS RAIDZ2 pool for everything. Having 6 spinning disks wake up an…
4. Mobile (SmartPhone) Server - need feedback/help regarding setup
Open Reddit thread
- Subreddit: r/selfhosted
- Feedback ID:
1wlaj8w - Why it fits: AI / cloud / DevOps (ai, api); homelab / self-hosting (selfhosted, jellyfin, server); gaming / content (stream); asks for experience or help (score 123)
- Bot probability: Low (5%)
- Snippet: I basically replaced old phone with a new phone because my display got bad. My old phone is Moto g62 5g - a little low end mobile for performance) but it was staying idle just because some display damage. so I figured why not use it for my private files or file system, you know large files like movies or whatever. then I thought maybe I can use it as server, so that where ever I go I have extra space to work with. So…
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. The Snowbirds' Taxi Past during their last Canadian weekend performances in the CT-114 Tutor
Open Reddit thread
- Subreddit: r/aviation
- Feedback ID:
1wlobb4 - Why it fits: aviation / military (aviation); asks for experience or help; clear opening for a useful reply; matches experience Mat can contribute (score 96)
- Bot probability: Low (5%)
- Snippet: This is from the Saturday performance, the second from last in Canada before the team takes a sabbatical while the RCAF procures the Pilatus PC-21 (CT-157 Siskin II in RCAF service). About 2/3 of the way through the 9-ship show, Snowbird 9 in the foreground had to abort and land. We didn't hear what the problem was, but it obviously was enough that it couldn't continue. That's the 3rd time that has happened while I w…
7. An Open Letter to OpenAI: Please Don’t Eliminate Custom GPTs Until You Have a REAL Replacement
Open Reddit thread
- Subreddit: r/OpenAI
- Feedback ID:
1wlwnud - Why it fits: AI / cloud / DevOps (ai, openai, agent); homelab / self-hosting (server); books / reading (history); asks for experience or help (score 144)
- Bot probability: Low (20%)
- Snippet: OpenAI’s decision to retire custom GPTs appears to rest on the assumption that Plugins, Skills, Projects, Apps, and Workspace Agents collectively replace their functionality. For many Small and Medium-sized Business and Enterprise customers, they do not. I run HR and Responsible AI for a global nonprofit and also help organizations learn to use AI effectively. I am not a software developer. Neither are most of the pe…
8. Need solution for automating huggingface model delivery to EFS on EKS
Open Reddit thread
- Subreddit: r/devops
- Feedback ID:
1wlexzm - Why it fits: AI / cloud / DevOps (automation, aws, kubernetes); books / reading (reading); asks for experience or help; clear opening for a useful reply (score 137)
- Bot probability: Low (5%)
- Snippet: Automating HuggingFace model delivery to EFS on EKS what's your approach? Setup One EFS filesystem (~3 GB) holding HuggingFace sentence-transformer snapshots as a flat / / tree. Mounted by four workloads across three EKS clusters – two GPU inference services (~107 pods in prod, HPA'd on spot GPU nodes), a small embedding API, and some batch jobs. Models: bge-small-en-v1.5 (~130 MB), distiluse-base-multilingual-cased-…
9. Thoughts on Jev model?
Open Reddit thread
- Subreddit: r/quant
- Feedback ID:
1wlgwzx - Why it fits: AI / cloud / DevOps (llm); trading / quant / CTI (quant); asks for experience or help; clear opening for a useful reply (score 109)
- Bot probability: Low (10%)
- Snippet: source here: https://www.langchain.com/blog/building-a-harness-with-jev Looks like its a proprietary foundational model different from the LLM paradigms. While its exact architecture is unknown, one can make educated guesses about its components and how it's trained. What seems interesting is that the probabilistic output is naturally much more friendly for quant finance applications than LLMs. Would we expect large …
10. open vs closed source models and the read through for infra
Open Reddit thread
- Subreddit: r/investing
- Feedback ID:
1wl329d - Why it fits: AI / cloud / DevOps (ai, openai); trading / quant / CTI (investing); asks for experience or help; clear opening for a useful reply (score 102)
- Bot probability: Low (10%)
- Snippet: There's a data point I recently just saw today and I think it's being badly misread, and the misreading matters if you're trying to work out where the AI money goes from here. Vercel's AI Gateway, which routes real production traffic for a lot of developers, showed open weight models hitting about 78% of token volume on September 18, up from roughly 11% in April and 62% in late August. Closed models, the paid APIs fr…
11. Has anyone here been running a Voice AI / Agent Builder platform on Kubernetes in production?
Open Reddit thread
- Subreddit: r/kubernetes
- Feedback ID:
1wknuk5 - Why it fits: AI / cloud / DevOps (ai, llm, agent); homelab / self-hosting (server); asks for experience or help; clear opening for a useful reply (score 133)
- Bot probability: Low (10%)
- Snippet: I’m especially interested in platforms where you’re dealing with things like: Real-time voice agents SIP / PSTN traffic WebRTC STT → LLM → TTS pipelines WebSocket-based streaming Agent/workflow builders Multiple concurrent calls GPU workloads for speech models We’re currently exploring this architecture, and Kubernetes makes a lot of sense for the API, workers, orchestration, scaling, observability, etc. But the real…
12. Better analogies than book/sleeve for a multi-strategy system
Open Reddit thread
- Subreddit: r/algotrading
- Feedback ID:
1wiuf03 - Why it fits: AI / cloud / DevOps (ai); gaming / content (gaming); books / reading (book); trading / quant / CTI (algotrading, backtest) (score 128)
- Bot probability: Low (10%)
- Snippet: I've been working on a massive project for the better part of a year now, and it's been iterative with many improvements made along the way, but recently I decided to take a step back and evaluate how the full book of strategies operates and how to improve the process going forward so I can backtest new ideas, variants on existing strategies, etc. and I came up with an analogy that I like. (Yes, I'm using AI tools to…
13. Non-technical boss is brainwashed by a sweet talker friend
Open Reddit thread
- Subreddit: r/webdev
- Feedback ID:
1wlym79 - Why it fits: AI / cloud / DevOps (ai, aws); homelab / self-hosting (server); asks for experience or help; clear opening for a useful reply (score 125)
- Bot probability: Low (18%)
- Snippet: Hi guys, I am a IT professional. I develop , manage server , domain , SEO , UI /UX , Database of our e-commerce website. Along with that I do data analysis of our business too. Now , everything was going good. But one day my boss mate this one MBA guy who is non techy but uses AI. He doesn't know one thing but boasts about it like he is master of everything. Now , his business website is just informational but our is…
14. LiftTrace v1.3.0 released: multiple sessions per day, timed sets, and more
Open Reddit thread
- Subreddit: r/selfhosted
- Feedback ID:
1wlf5w2 - Why it fits: AI / cloud / DevOps (ai, cloud, docker); homelab / self-hosting (selfhosted, self-hosted, server); books / reading (reading); asks for experience or help (score 125)
- Bot probability: Low (28%)
- Snippet: LiftTrace is a self-hosted weightlifting tracker, an alternative to Strong, Hevy, FitNotes and Jefit. AGPL-3.0, single Docker container, native Android app, no telemetry and no cloud sync. Your training log is a SQLite file on your own machine. Part of the TraceApps family: NutriTrace (nutrition), CookTrace (recipes / pantry / shopping), LiftTrace (strength / lifting), NoteTrace (notes / tasks / reminders). New here?…
15. Longhorn on Kubernetes: A hands-on guide covering installation, PVC migration, storage classes, and backup
Open Reddit thread
- Subreddit: r/kubernetes
- Feedback ID:
1wg6owr - Why it fits: AI / cloud / DevOps (ai, kubernetes); homelab / self-hosting (homelab, server); asks for experience or help; clear opening for a useful reply (score 121)
- Bot probability: Low (10%)
- Snippet: After loosing data a few times through sheer stupidity, I decided to give Longhorn a try. My conclusion : If you want a simple and lightweight solution for small clusters to make your data more resilient on kubernetes, Longhorn provides you with all of your basic needs. Nonetheless, for bigger clusters and more complex operations, longhorn fails to scale and lacks features. As always I wrote a detailled guide coverin…
16. Creating a NAS using an SSD from my old laptop and a router running OpenWrt
Open Reddit thread
- Subreddit: r/homelab
- Feedback ID:
1wm4wvy - Why it fits: homelab / self-hosting (homelab, nas, server); gaming / content (youtube); asks for experience or help; clear opening for a useful reply (score 120)
- Bot probability: Low (28%)
- Snippet: Hi everyone, I’m interested in learning more about networking and understanding what I can actually control and configure on my own network. I’ve been using my ISP-provided router, but I’ve realized that its web administration interface is quite limited for experimenting and learning. Instead of only changing settings through the ISP router’s web interface, I decided to get a cheap router (cudy tr1200 v1) and install…
17. Switching to Jellyfin
Open Reddit thread
- Subreddit: r/jellyfin
- Feedback ID:
1wli9c7 - Why it fits: homelab / self-hosting (jellyfin, server, proxmox); asks for experience or help; clear opening for a useful reply; matches experience Mat can contribute (score 120)
- Bot probability: Low (5%)
- Snippet: Hi everyone, After several years of using Plex, I finally got tired of having to pay for the subscription and decided to give Jellyfin a try to see how it works. I have a Proxmox server with a small VM dedicated to Plex, on which I also installed Jellyfin alongside it for testing. Very quickly, I ran into a cache issue. By default, without any configuration, Jellyfin started filling the boot disk of the small VM with…
18. [Showoff Saturday] I spent a year building an in-browser preview engine for 266+ file formats (including legacy .doc/.xls/.ppt, DWG CAD, and STEP 3D) so our backend wouldn't have to keep running headless LibreOffice
Open Reddit thread
- Subreddit: r/webdev
- Feedback ID:
1wkm1vg - Why it fits: AI / cloud / DevOps (docker); homelab / self-hosting (server, docker); gaming / content (stream); asks for experience or help (score 119)
- Bot probability: Low (28%)
- Snippet: For the past year, I've been working on an in-browser document and 3D preview engine so our backend wouldn't have to keep running headless LibreOffice. If you've ever had to handle user-uploaded documents—especially legacy Office files or engineering CAD drawings—you know the existing options: Spin up LibreOffice or Unoconv in Docker, which hogs memory, spawns zombie processes, and randomly crashes on malformed files…
19. Containarr: Built-in HTTPS, Dynamic DNS, Auto-Updates & More.
Open Reddit thread
- Subreddit: r/arr
- Feedback ID:
1wayzw1 - Why it fits: AI / cloud / DevOps (ai, programming); homelab / self-hosting (homelab, arr); asks for experience or help; clear opening for a useful reply (score 119)
- Bot probability: Low (18%)
- Snippet: Hi all! I hope my project Containarr might be useful to some of you, so that's why I'm sharing it here. I like self-hosting, but never really enjoyed the tools needed to manage it all. My previous stack was Nginx Proxy Manager, Portainer, Watchtower, Dynamic DNS; just to run a few apps. I'm quite opinionated on how my homelab should operate. This is what I wanted: Every service needs a https:// .mydomain.com , like h…
20. Docker Metadata/Artwork Location
Open Reddit thread
- Subreddit: r/jellyfin
- Feedback ID:
1wlxu83 - Why it fits: AI / cloud / DevOps (docker); homelab / self-hosting (jellyfin, nas, docker); books / reading (reading); asks for experience or help (score 115)
- Bot probability: Low (5%)
- Snippet: Hi all, I've finally got all the hard drives for my DXP 4800+ NAS (3x 8tb WD Red HDD, 1x 1tb WD Blue SN5100 SSD) and am prepping my media library to transfer to the new hard drives. I'm reading conflicting advice and would appreciate any clarity so I'm not waffling on this forever. Should metadata/images for media files be stored alongside the files or separately on the SSD? My main goal is to use the HDDs as "archiv…
21. How are you handling "lightweight" deployments for smaller projects where full CI/CD is overkill?
Open Reddit thread
- Subreddit: r/devops
- Feedback ID:
1wlnnu0 - Why it fits: AI / cloud / DevOps (devops, next.js); asks for experience or help; clear opening for a useful reply; matches experience Mat can contribute (score 113)
- Bot probability: Low (28%)
- Snippet: Hey everyone, In smaller teams or client agencies, setting up full CI/CD pipelines (GitHub Actions, Jenkins, etc.) can sometimes feel like overkill for simple staging servers. In my experience, devs often resort to manually SSHing into servers, running git pull, and triggering builds manually—which is slow and error-prone. I'm currently building an open-source, 1-click deployment dashboard to automate this workflow a…
22. MediaThatFeelsLike - The feeling discovery app
Open Reddit thread
- Subreddit: r/arr
- Feedback ID:
1wkf041 - Why it fits: AI / cloud / DevOps (ai, docker); homelab / self-hosting (jellyfin, arr, docker); asks for experience or help; clear opening for a useful reply (score 113)
- Bot probability: Medium (36%)
- Snippet: Anyone familiar with r/SongsThatFeelLikeThis/ and r/MoviesThatFeelLike/ ? Fell in love with them recently, if you're aware of it you'll know how great it is but also how tedious it is to lookup the responses in the comments, search for them in their corresponding search (lidarr, radarr, slskd etc) grab the media, monitor it then consume it all in different applications For those of you who don't know much about the s…
23. Looking to reduce complexity and consolidate
Open Reddit thread
- Subreddit: r/selfhosted
- Feedback ID:
1wm3g1j - Why it fits: AI / cloud / DevOps (ai, machine learning, agent); homelab / self-hosting (selfhosted, server, docker); asks for experience or help; matches experience Mat can contribute (score 112)
- Bot probability: Low (10%)
- Snippet: Im running a home server mainly for myself at this stage. Rationale is I'm sick of being a product for Google, Microsoft, et al. And not owning my own work etc. So a conscious commitment to de-big tech where I can, and foss. My use case: Media server Google drive and workspace suite replacement Fitbit activity tracking etc replacement Configured search engine (searxng) to bypass google etc pushing sponsored and agend…
24. One Loki+Mimir stack per tenant team instead of one multi-tenant stack. Talk me out of it?
Open Reddit thread
- Subreddit: r/kubernetes
- Feedback ID:
1wimxxv - Why it fits: AI / cloud / DevOps (automation, aws, kubernetes); homelab / self-hosting (self-hosted); asks for experience or help; clear opening for a useful reply (score 112)
- Bot probability: Low (5%)
- Snippet: Rebuilding self-hosted observability on EKS after two earlier attempts. Is this topology a mistake before I stamp it out six times? Context We have six internal teams, and they could grow, each with their own AWS account, logs, and metrics. Our previous generation ran the entire stack on ECS (one dedicated stack per team), and it got expensive. However, the bill turned out to be an issue of sizing rather than topolog…
25. IRC Self hosted, the hard way...
Open Reddit thread
- Subreddit: r/selfhosted
- Feedback ID:
1wkzwx8 - Why it fits: homelab / self-hosting (selfhosted, server); books / reading (reading); asks for experience or help; clear opening for a useful reply (score 109)
- Bot probability: Low (30%)
- Snippet: Hi everyone! A little while ago, I decided to set up my own IRC server using a mini PC I had lying around at home (i7, 16 GB RAM). What started as a small project has grown quite a bit. The IRC server is running on UnrealIRCd, and since I thought that wasn’t quite enough, I also programmed my own moderation bot to deal with offensive nicknames and words in channels. I also created a TriviaBot with more than 1,000 tri…
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/cloud — HTTP 429: https://www.reddit.com/r/cloud/hot.rss
- r/MachineLearning — HTTP 429: https://www.reddit.com/r/MachineLearning/hot.rss
- r/coding — HTTP 429: https://www.reddit.com/r/coding/hot.rss
- r/buildapc — HTTP 429: https://www.reddit.com/r/buildapc/hot.rss