Reddit Scrub - 2026-08-15
Summary
- Posts fetched internally: 1038
- Recommendations shown: 25
- Subreddits searched: 49
- Subreddits with results: 48
- Keywords represented: 32
- Fetch status: 1 subreddit 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. Been making beats on FL Studio for fun since 2017. Need of some good advice.
Open Reddit thread
- Subreddit: r/WeAreTheMusicMakers
- Feedback ID:
1vowc6t - Why it fits: AI / cloud / DevOps (cloud); gaming / content (youtube); home music production (mixing, mastering); asks for experience or help (score 116)
- Bot probability: Low (5%)
- Snippet: TLDR: all I make are drafts. I need help with mixing and mastering, and I’m open to advice (even if it’s harsh). I grew up on motown, dilla, nujabes, and old kanye. I’m obsessed with sampling. I started out producing lo-fi soul and hiphop before I began dabbling in cloud rap (raider klvn, schemaposse, team sesh) and early Memphis stuff (lil grim, skinny pimp, holocaust click, etc.) I learned to make beats by sporadic…
2. Is running PostgreSQL / S3 storage inside Kubernetes an anti-pattern, or is external storage only necessary at larger scale?
Open Reddit thread
- Subreddit: r/kubernetes
- Feedback ID:
1vn97bb - Why it fits: AI / cloud / DevOps (cloud, kubernetes); homelab / self-hosting (homelab, self-hosted); home music production (mixing); asks for experience or help (score 113)
- Bot probability: Low (10%)
- Snippet: Hey everyone, I'm pretty new to Kubernetes, so please take my questions with a grain of salt. I'm building a homelab where I already have a small Kubernetes cluster, and I'm trying to build a fully self-hosted platform around it: Gitea for Git hosting, Harbor for containers, and runners . Gitea needs persistent storage for repositories and application data, while Harbor can use persistent volumes or delegate object s…
3. My home setup, what next?
Open Reddit thread
- Subreddit: r/selfhosted
- Feedback ID:
1vo7e4u - Why it fits: AI / cloud / DevOps (ai, agent, cloud); homelab / self-hosting (selfhosted, nas, server); gaming / content (gaming); asks for experience or help (score 123)
- Bot probability: Low (5%)
- Snippet: Soo here i am, making my first post in this community (well, second to be precise but i had to remove it because i discovered writing with ai help is not welcomed here, so sorry if something is confusing but my english isn't the best). I spent the last 3 years building my own home setup, collecting free pieces from dismissed hardware etc. Now i'm at a point where i am pretty satisfied with the results and i want to k…
4. Anyone else made a 'social media' type site before? Some thoughts after creating a plug.dj alternative
Open Reddit thread
- Subreddit: r/webdev
- Feedback ID:
1voo0bx - Why it fits: AI / cloud / DevOps (api); homelab / self-hosting (server); gaming / content (youtube); asks for experience or help (score 120)
- Bot probability: Low (20%)
- Snippet: For those who never had the pleasure of using plug.dj and similar social music sharing sites: you create or join rooms, people queue up to DJ, and everyone listens to the same songs together in sync. One of my internet friend groups used it every Friday, then it died. A few alternatives showed up, some of which are still around, but I really dislike all of them. I've been a web developer for 10 years, so I took a wha…
5. Anyone know Brian? Four years ago, he changed my life.
Open Reddit thread
- Subreddit: r/flying
- Feedback ID:
1vnw62q - Why it fits: gaming / content (video game); aviation / military (aviation, pilot, flying); asks for experience or help; clear opening for a useful reply (score 103)
- Bot probability: Low (10%)
- Snippet: I had worked for many years in the video game industry, but found myself stuck in Little Rock and working in banking compliance. I was older and had suddenly became the single income-earner for a growing family while also starting at the bottom... again. So on this night, a Saturday 4 years ago, I was out driving Uber again just to ease the increasing burden of my growing credit card debt. It was my last drive of the…
6. 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…
7. How do you go from a discretionary intraday strategy to an actual systematic/quant research process?
Open Reddit thread
- Subreddit: r/quant
- Feedback ID:
1votcsh - Why it fits: books / reading (book, books); trading / quant / CTI (trading, quant, backtest); asks for experience or help; clear opening for a useful reply (score 138)
- Bot probability: Low (5%)
- Snippet: I work at a small independent investment management firm. My background is more on the investment/trading side than engineering or quantitative research, but I’ve recently been involved in planning some of our internal trading/research systems. I’m trying to understand how to bridge a gap that I suspect many discretionary traders face: How do you go from “I know what I’m looking for when I trade” to something that ca…
8. Qwen 3.8 - 27B is a game changer
Open Reddit thread
- Subreddit: r/LocalLLaMA
- Feedback ID:
1vonuu0 - Why it fits: AI / cloud / DevOps (llm, openai, agent); homelab / self-hosting (server); books / reading (novel, reading); asks for experience or help (score 117)
- Bot probability: Low (30%)
- Snippet: So a bit of context, I am a cybersecurity senior analyst I am interested in LLMs for that field especially with MCPs to connect them to the tools or for writing scripts I started this field by doing assembly language reading for hacking games when I was a teenager then that became malware analysis then I started to analyze traffic and logs at work for a living Before work I competed in cybersecurity competitions know…
9. How can I set up ArchiSteamFarm on TrueNAS?
Open Reddit thread
- Subreddit: r/truenas
- Feedback ID:
1vo4unb - Why it fits: AI / cloud / DevOps (ai); homelab / self-hosting (truenas, nas); trading / quant / CTI (trading); asks for experience or help (score 108)
- Bot probability: Low (5%)
- Snippet: EN: Hi there. I set up TrueNAS at home to provide shared storage for my household, and while browsing the available apps, I came across ASF. So I thought it would be cool to farm Steam trading cards automatically, but I can't find any tutorials explaining how to configure it on TrueNAS. Could you please help me? FR : Bonjour j'ai installer un truenas chez moi pour faire un stockage partagé entre tout les membres de m…
10. Advice on Quant Researcher career progression
Open Reddit thread
- Subreddit: r/quant
- Feedback ID:
1vmble6 - Why it fits: trading / quant / CTI (quant, futures); asks for experience or help; clear opening for a useful reply; matches experience Mat can contribute (score 98)
- Bot probability: Low (5%)
- Snippet: Hey guys, I need your advice regarding next steps in my career. I hold a BSc and an MSc in Mathematics and Statistics from a top 3 UK university (Oxbridge, Imperial). I have 7 years of experience as a quant researcher in one of the tier 3/4 cta hedge funds. The work has been mostly on short term signals (intraday and daily)with relatively high Sharpe ratios around 2. While my signals and individual performance is str…
11. Looking for feedback on first attempt at setting up hosting and CI/CD for a fullstack .NET and React app with PostgreSQL database, hosted on Github using Github Actions.
Open Reddit thread
- Subreddit: r/devops
- Feedback ID:
1vn4tdm - Why it fits: explicitly labeled good; AI / cloud / DevOps (cloud, aws, docker); homelab / self-hosting (server, docker); asks for experience or help (score 153)
- Bot probability: Low (18%)
- Snippet: Hi, I'm a Senior Software Engineer with 5YOE. I'm upskilling in DevOps and project setup and have been creating this project to learn over the last few weeks. I've set up the project from scratch. Definining the project structure, creating PR pipelines for linting, formatting, typechecking, unit tests and e2e tests (tests with real database). Over the last few weeks, I've set up the cloud infrastructure on AWS. I fir…
12. I updated docker and now nothing is accessible?
Open Reddit thread
- Subreddit: r/docker
- Feedback ID:
1vntzt3 - Why it fits: explicitly labeled good; AI / cloud / DevOps (docker, api); homelab / self-hosting (jellyfin, server, docker); asks for experience or help (score 121)
- Bot probability: Low (18%)
- Snippet: I'm using a DXP4800+, docker, and after this most recent update of docker none of my containers are accessible. If this seems more like a ugreen problem please let me know and I will get assistance from there. In the beginning they were not even starting after update, I was getting a mix of "Failed to edit container portainer. Error: UpdateContainer fail container name 'portainer': target volume mntPath /var/run/dock…
13. Behold my homelab in all its glory
Open Reddit thread
- Subreddit: r/homelab
- Feedback ID:
1vnryh4 - Why it fits: explicitly labeled good; AI / cloud / DevOps (devops); homelab / self-hosting (homelab, server); asks for experience or help (score 121)
- Bot probability: Low (10%)
- Snippet: All of this is on an old 2 post telecom rack that I got from work shortly after the Big Bang Gigabit switch. 16 ports. Or was it 24? I forget. It's been a while since I looked at it Fiber internet thingy. 1GB async Dell OEMR XL 720 24 x Intel(R) Xeon(R) CPU E5-2620 0 @ 2.00GHz (2 Sockets) 128GB RAM not sure on speed, it really doesn't matter 8x 1TB SATA disks in PERC RAID-10 pfSense on a little single board PC thingy…
14. Any debugging / general advice on how I could have caught this weird error?
Open Reddit thread
- Subreddit: r/docker
- Feedback ID:
1vmpf01 - Why it fits: AI / cloud / DevOps (ai, llm, docker); homelab / self-hosting (server, docker); asks for experience or help; clear opening for a useful reply (score 119)
- Bot probability: Low (5%)
- Snippet: I just spent a whole day on a very irritating gotcha, and I'm looking to see if there's a big-picture approach that can keep me from ending up here again. Fairly new to Docker. Working on containerizing a web app with a couple different moving parts. Got the frontend working inside of a Caddy image, got it pushed to my DigitalOcean droplet, but then it just sat there, not acknowledging or even rejecting any requests.…
15. 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); books / reading (books, reading) (score 116)
- 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 …
16. Orchestrator for geographically-distributed IoT devices
Open Reddit thread
- Subreddit: r/selfhosted
- Feedback ID:
1vok9a7 - Why it fits: AI / cloud / DevOps (docker); homelab / self-hosting (selfhosted, docker); asks for experience or help; clear opening for a useful reply (score 114)
- Bot probability: Low (10%)
- Snippet: Hi everyone, I'm looking for a solution that probably doesn't exist. Nevertheless, I want to share my experience and hear out what the community has to say. I basically have a bunch of lower-end devices distributed across different cities and even countries. Stuff ranging from the raspberry pi 3B to a few 8GB mini PCs. I'm managing all of them via Ansible right now and have them all connected via Netbird. What I'm mi…
17. Cannot stream radio inside a voice channel on Discord. Stage channel works fine.
Open Reddit thread
- Subreddit: r/docker
- Feedback ID:
1vkm4uu - Why it fits: AI / cloud / DevOps (docker); homelab / self-hosting (docker); gaming / content (gaming, stream); asks for experience or help (score 114)
- Bot probability: Medium (46%)
- Snippet: Edit: I didn't solve this problem in Javascript, but when I rewrote the radio script in python and ran it inside a python container, it did work. Hello all! I am building a Discord bot that streams my radio inside a stage or voice channel. My radio script works fine when I ran it on my raspberry pi 4 host machine, outside a container. When I try to run in inside a Docker compose container, it works for stage channels…
18. Help me find a Non-Fiction Book with technical details I can't put down
Open Reddit thread
- Subreddit: r/suggestmeabook
- Feedback ID:
1vo9rfk - Why it fits: books / reading (book, books); aviation / military (aviation); asks for experience or help; clear opening for a useful reply (score 113)
- Bot probability: Low (5%)
- Snippet: When I find the right book, I can't put it down. However, the problem for me seems to be finding that book. I like non-fiction, recounts of actual events, with technical details. A couple of books I have really enjoyed were: Trapped Under the Sea by Neil Swidey - I have read this one multiple times Midnight in Chernobyl by Adam Higginbotham Titan: To the Titanic and Back 13½ Times by Gordon Telepun Lost on Purpose by…
19. Improving my ci cd flow
Open Reddit thread
- Subreddit: r/devops
- Feedback ID:
1vntyvs - Why it fits: AI / cloud / DevOps (agent, azure, devops); homelab / self-hosting (nas); asks for experience or help; clear opening for a useful reply (score 113)
- Bot probability: Low (5%)
- Snippet: Hello all,been working as IT admin, but mostly working around Azure devops. I been enjoying it, this my first job and doing anything related to devops. Studied CS,majored in networking, hate anything with heavy code development. Rn,the flow at my company is, the devs use 1 branch only, no PR (yes ik). They would push it to our on prem central repo, and from there i will take over. I will do some modification on some …
20. Transferring to Cloud Engineer
Open Reddit thread
- Subreddit: r/cloud
- Feedback ID:
1vkzsg6 - Why it fits: AI / cloud / DevOps (ai, cloud, aws); gaming / content (youtube); asks for experience or help; clear opening for a useful reply (score 113)
- Bot probability: Low (10%)
- Snippet: I am looking to transition to a Cloud Engineer. I have 3 and half years as a Full Stack Web Dev and I feel as if its getting overwhelmed by AI, at my current job its almost as if I am chatting to AI most of the day, managing it to develop features, tests and correcting it when it does something wrong. I have already started learning AWS, by creating small projects in order to learn the basics. Later I have plans to c…
21. NoteDiscovery 0.31.1, self-hosted notes app gets more community involvement
Open Reddit thread
- Subreddit: r/selfhosted
- Feedback ID:
1vo2o2j - Why it fits: AI / cloud / DevOps (docker, api); homelab / self-hosting (homelab, selfhosted, self-hosted); books / reading (reading); asks for experience or help (score 111)
- Bot probability: Low (28%)
- Snippet: https://preview.redd.it/gicpyhuu5bjh1.png?width=1111&format=png&auto=webp&s=f09d2b8f68755eaca064b7441a6929c31a3722c0 For anyone who hasn't seen it before, NoteDiscovery is a self-hosted notes app that reads and writes plain markdown files in a folder of your homelab. 100% free, MIT licensed, runs in a single Docker container (unless you opt in to integrate with an optional one like Ollama, that scenario is also cover…
22. need assistance with an ollama issue
Open Reddit thread
- Subreddit: r/arr
- Feedback ID:
1v8pf0a - Why it fits: AI / cloud / DevOps (ai, docker, api); homelab / self-hosting (arr, nas, docker); asks for experience or help; clear opening for a useful reply (score 111)
- 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 configured Ollama to load the entire model exclus…
23. 👋 Welcome to r/arr - A Community Dedicated to the *Arr-Stack
Open Reddit thread
- Subreddit: r/arr
- Feedback ID:
1p4dgb3 - Why it fits: AI / cloud / DevOps (automation, docker); homelab / self-hosting (truenas, jellyfin, arr); asks for experience or help; clear opening for a useful reply (score 110)
- 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 downloading of media for your home server (usually paired with Plex , Jellyfin , or Emby ). 🚀 Why…
24. Trying to move from IT Support & Networking into Cloud — looking for advice
Open Reddit thread
- Subreddit: r/cloud
- Feedback ID:
1vm7kqd - Why it fits: AI / cloud / DevOps (cloud, aws); homelab / self-hosting (server); asks for experience or help; clear opening for a useful reply (score 108)
- Bot probability: Low (5%)
- Snippet: Hi everyone, I'm looking for advice from people currently working in Cloud, Network Engineering, or Cloud/Network Security. I'm currently working in a role involving IT Support + Networking, and I have prior IT support experience as well. In my current role, I troubleshoot hardware and network-related issues, handle Microsoft 365/account-related work, vendor coordination, laptop deployment/procurement, and general us…
25. Proxmox VE vs Unraid for media server/PC
Open Reddit thread
- Subreddit: r/selfhosted
- Feedback ID:
1vo8d4v - Why it fits: homelab / self-hosting (selfhosted, self-hosted, truenas); gaming / content (gaming); asks for experience or help; clear opening for a useful reply (score 107)
- Bot probability: Low (5%)
- Snippet: Hi everyone, I am planning to put together a little home server with 4 SAS drives. It will be used for NAS, a few self-hosted apps, and a Bazzite VM for gaming. I have 2 architectures in mind: Option 1: Proxmox VE with TrueNAS and Bazzite VMs Option 2: Unraid with a Bazzite VM I will use an AMD GPU for passthrough to the Bazzite VM and plan to run everything on consumer-grade hardware. What do you think about this se…
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