Reddit Scrub - 2026-08-27
Summary
- Posts fetched internally: 1049
- Recommendations shown: 25
- Subreddits searched: 49
- Subreddits with results: 48
- Keywords represented: 34
- 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. Kick Sample Alignment Plugin/Instrument Concept
Open Reddit thread
- Subreddit: r/audioengineering
- Feedback ID:
1vzc0nu - Why it fits: home music production (recording); books / reading (reading); asks for experience or help; clear opening for a useful reply (score 108)
- Bot probability: Low (5%)
- Snippet: Making sure this doesn’t already exist before I spend time on plugin development (thank you in advance for your time): A simple two slot sampler with ADSR and time alignment tools that that would allow the second sample to calculate with DSP and fire a defined time before the main time aligned sample. For context, I am obsessed with the Brendan O’Brien trick of inflating the “whoosh” sound of the batter leading into …
2. 1660Ti with Ryzen 7 5700X?
Open Reddit thread
- Subreddit: r/buildapc
- Feedback ID:
1vzm9xw - Why it fits: AI / cloud / DevOps (ai); homelab / self-hosting (server); home music production (recording); asks for experience or help (score 105)
- Bot probability: Low (30%)
- Snippet: Hey there I have a 1660Ti paired with an i3-8100 I wanted to upgrade the CPU since I can't use my M.2 SSD on this old motherboard I use my pc for more CPU based things. Minecraft server hosting while playing, Geometry Dash, CS2, recording videos... So I asked ChatGPT for a CPU that's stronger than what's needed for a 1660Ti and with many cores, and it recommended me the Ryzen 7 5700X, or 5700X3D. Would you agree with…
3. Used GPU upgrade: RX 9070 XT vs RX 7900 XTX vs RTX 5080 for 4K/high-FPS gaming + local AI/LLMs
Open Reddit thread
- Subreddit: r/buildapc
- Feedback ID:
1vzkidr - Why it fits: AI / cloud / DevOps (ai, llm, cloud); gaming / content (gaming); asks for experience or help; clear opening for a useful reply (score 124)
- Bot probability: Low (10%)
- Snippet: Hi everyone, I’m currently looking for a used GPU upgrade (germany) and I’m stuck between these three options: RX 9070 XT – €625 (~$730) RX 7900 XTX 24 GB – €700 (~$815) RTX 5080 16 GB – €850 (~$990) [currently on my last place) My main use cases are: Gaming at 1440p and 4K with high FPS Mainly CS, League of Legends and Warzone Part-time professional work in the AI field Local AI inference / experimentation Hosting l…
4. Newbie Set Up
Open Reddit thread
- Subreddit: r/homelab
- Feedback ID:
1vzlduw - Why it fits: AI / cloud / DevOps (llm); homelab / self-hosting (homelab, nas); gaming / content (gaming); asks for experience or help (score 122)
- Bot probability: Low (10%)
- Snippet: Recently retired and I am thinking of purchasing a gaming / LLM rig for my tiny home lab setup: -GMKtec K16 Gaming Mini PC AMD Ryzen 7 7735HS 32 GB LPDDR5 RAM 512GB SSD | Desktop Mini Computer, AMD Radeon 680M 8C/16T 4.75GHz, Dual NIC LAN 2.5GbE, Oculink, USB4, HDMI, USB-C -ASRock Radeon RX 7700 XT Challenger 12GB OC Graphics Card, AMD RDNA 3 Architecture, 12GB GDDR6, 2584 MHz Boost Clock, 3X DisplayPort 2.1, 1x HDMI…
5. A ruptured hose and a broken wire led to a spectacular, spark-filled landing: FedEx Express Flight 1376
Open Reddit thread
- Subreddit: r/aviation
- Feedback ID:
1vyuahx - Why it fits: aviation / military (aviation, pilot); asks for experience or help; clear opening for a useful reply; matches experience Mat can contribute (score 105)
- Bot probability: Low (8%)
- Snippet: On the night of October 4, 2023, a FedEx Boeing 757 freighter was preparing for a flight from Chattanooga to Memphis. There were only two pilots on board, along with another FedEx pilot occupying the cockpit jump seat. There were no passengers. At first, everything proceeded normally. The aircraft taxied to the runway, received takeoff clearance, and began its takeoff roll. After liftoff, the captain called for the l…
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. Struggling mightily with NFS and respecting POSIX permissions in a multi-tenant environment
Open Reddit thread
- Subreddit: r/kubernetes
- Feedback ID:
1vurn1o - Why it fits: explicitly labeled good; AI / cloud / DevOps (kubernetes); homelab / self-hosting (server); books / reading (reading) (score 147)
- Bot probability: Low (30%)
- Snippet: I'm really struggling to find a viable solution for k8s-based resources accessing our NFS-backed data that can respect the POSIX permissions restricting access. Has anyone solved multi-tenant POSIX-respecting NFS access in k8s, or am I missing something obvious? We have a significant amount of data in the NFS volumes that are far larger than what we can store in-cluster. I have poked around on reddit and have seen a …
8. Poste.io as a quadlet hosted on a Contabo VPS, suddenly can't receive messages, all tests point to port 25 blocked
Open Reddit thread
- Subreddit: r/selfhosted
- Feedback ID:
1vzfchf - Why it fits: AI / cloud / DevOps (docker); homelab / self-hosting (selfhosted, server, docker); books / reading (reading); asks for experience or help (score 129)
- Bot probability: Low (5%)
- Snippet: I switched from docker-mailserver to Poste.io for the webmail integration. After a lot of trial and error, I got Poste.io running as a Quadlet and fixed the SSL certificate issues. Now the problem I’m having is that I cannot receive mail on my personal account. All checks from the CLI indicate that the messages are not being received, and further testing using external websites reveals that port 25 is not open on Con…
9. Transitioning from discretionary trading to systematic quant research — looking for advice on finding real alpha
Open Reddit thread
- Subreddit: r/quant
- Feedback ID:
1vx5a5q - Why it fits: AI / cloud / DevOps (ai, machine learning); trading / quant / CTI (trading, quant, backtest); asks for experience or help; clear opening for a useful reply (score 135)
- Bot probability: Low (5%)
- Snippet: Hello everyone, I have been studying trading and quantitative systems for quite some time, but recently I have reached a point where I feel a little lost about the right direction. I started from discretionary trading ideas — concepts like momentum, breakouts, pullbacks, market structure, order flow, and risk management. Over time, I began building a more systematic framework: Market Regime ↓ Universe Selection ↓ Str…
10. Can we forget about the offer for a moment and focus on the demand? AI bubble has an unfixable demand problem.
Open Reddit thread
- Subreddit: r/investing
- Feedback ID:
1vyoffv - Why it fits: AI / cloud / DevOps (ai, cloud, api); trading / quant / CTI (investing); asks for experience or help; clear opening for a useful reply (score 105)
- Bot probability: Low (5%)
- Snippet: We are building a multi-trillion-dollar high-speed rail network with zero passengers. So I'm talking about this kind of passengers: I'm talking about standards, audit, security, sustainability, national reserves, legal frame... Of course those passengers came with return of xp, lawsuit, crisis... But they create a Fix demand that we can analyse, plan, correct and improve. And if you think that I'm crazy look after ho…
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 149)
- 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. How would you manage 1,280 ARM64 bare-metal nodes with a very small ops team?
Open Reddit thread
- Subreddit: r/kubernetes
- Feedback ID:
1vusaf7 - Why it fits: explicitly labeled good; AI / cloud / DevOps (cloud, kubernetes); asks for experience or help; clear opening for a useful reply (score 144)
- Bot probability: Low (5%)
- Snippet: I’m looking for architecture advice from people who have operated Kubernetes at the edge or across large numbers of smaller physical machines. Our company now controls 1,280 identical RK3588 ARM64 nodes that are already deployed and operational in a U.S. commercial data center. The hardware works. The bigger problem is operational. We currently do not have a dedicated infrastructure engineering team, so our priority …
13. [Open-Source] FerrumPix: Photo/RAW-Editor, Viewer, Gallery, Immich and Nextcloud Client in one App
Open Reddit thread
- Subreddit: r/selfhosted
- Feedback ID:
1vyssvf - Why it fits: AI / cloud / DevOps (ai); homelab / self-hosting (selfhosted, server); asks for experience or help; clear opening for a useful reply (score 127)
- Bot probability: Low (10%)
- Snippet: [Disclosure: I am the creator and maintainer of this 100% free, open-source personal project. There are no paid tiers, no SaaS upsells, and no telemetry.] Hi everyone, FerrumPix is a desktop photo application for Linux, Windows and macOS: a library with a viewer, a fairly extensive editor with AI functions,Immich and Nextcloud support. My motivation behind it: Most tools in this space tend to specialize in one area. …
14. I went down the homelab rabbit hole
Open Reddit thread
- Subreddit: r/homelab
- Feedback ID:
1vyqtfh - Why it fits: AI / cloud / DevOps (automation, docker, kubernetes); homelab / self-hosting (homelab, nas, server); asks for experience or help; clear opening for a useful reply (score 125)
- Bot probability: Low (5%)
- Snippet: This all started with two Intel Skull Canyon NUCs that I found/got for free. The sensible thing would have been to install something useful on them and stop there. Naturally, I went down the homelab rabbit hole instead. Fast forward a bit and they now live in a small 19” rack, surrounded by Proxmox, some considerably newer UniFi gear, a refurbished Dell, an aging Synology NAS, a Raspberry Pi, VLANs, containers, HA ex…
15. Found a real bug testing Rancher's AI assistant (Liz) — asking it to delete a deployment crashes the session, because deletion isn't even a supported tool
Open Reddit thread
- Subreddit: r/kubernetes
- Feedback ID:
1vyz80r - Why it fits: AI / cloud / DevOps (ai, llm, openai); homelab / self-hosting (server); books / reading (history); asks for experience or help (score 123)
- Bot probability: Low (10%)
- Snippet: i've been running Rancher's AI assistant ("Liz") end-to-end in my own lab — it's a FastAPI agent + MCP server pair, deployed via Helm, wired into the Rancher UI so you can inspect and manage clusters through chat instead of raw kubectl. It exposes 8 tool functions to the LLM: getDeployment , inspectPod , getNodeMetrics , listKubernetesResources , getKubernetesResource , getClusterImages , createKubernetesResource , a…
16. Current state of my lab and hobby
Open Reddit thread
- Subreddit: r/homelab
- Feedback ID:
1vzhuvu - Why it fits: AI / cloud / DevOps (ai); homelab / self-hosting (homelab, jellyfin, server); gaming / content (gaming); asks for experience or help (score 120)
- Bot probability: Low (10%)
- Snippet: For context around 2-3ish months ago I stumbled upon an ancient server with 192gb of DDR3 ram, instantly cursing me to start building a super computer (My previous "server" was a 2004 laptop with 32 bit Debian hosting TeamSpeak) As of now, I've still have not put it's hardware to full use, however here is everything so far: SPECS: RAM: 160 GB of ram (2 sticks died) MOTHERBOARD: Supermicro X9DRD-7LN4F-JBOD CPU: 2x Xeo…
17. Backend developer moving into Infra — what Kubernetes fundamentals should I focus on first?
Open Reddit thread
- Subreddit: r/kubernetes
- Feedback ID:
1vy43k1 - Why it fits: AI / cloud / DevOps (docker, kubernetes); homelab / self-hosting (docker); asks for experience or help; clear opening for a useful reply (score 120)
- Bot probability: Low (10%)
- Snippet: I’m a backend developer who recently moved into an infrastructure-focused role. I’m now working with Kubernetes, Key Vault, Storage Accounts, networking, etc., and I’ve realized that I’m missing some of the foundational infrastructure knowledge. I already have experience with Docker and backend development, but Kubernetes feels difficult because many tutorials seem to jump straight into clusters, Pods, Deployments, S…
18. Apache reverse proxy redirect error
Open Reddit thread
- Subreddit: r/jellyfin
- Feedback ID:
1vyw8ck - Why it fits: AI / cloud / DevOps (docker); homelab / self-hosting (jellyfin, server, docker); asks for experience or help; clear opening for a useful reply (score 118)
- Bot probability: Low (18%)
- Snippet: I am setting up a reverse proxy, and will be using apache as I already have a web server running on my public IP address. I have setup apache using the guide on the JF site https://jellyfin.org/docs/general/post-install/networking/reverse-proxy/apache . I added the IP addresses of the current webserver to the "Known proxies" section on JF and have a SSL cert from certbot. However when I visit the URL setup in apache,…
19. Does my founder experience actually count?
Open Reddit thread
- Subreddit: r/devops
- Feedback ID:
1vxw45c - Why it fits: AI / cloud / DevOps (cloud, aws, docker); homelab / self-hosting (docker); asks for experience or help; clear opening for a useful reply (score 115)
- Bot probability: Low (10%)
- Snippet: Hey guys, I ran my own managed hosting company for 5 years for one particular app, so it was basically SaaS. At its peak I hosted 3,500+ containers. Before that I worked at a Windows MSP for 2 years and went from 1st line to sysadmin pretty quickly. I burned out at a bad company and really regret it now., went back to the family business, did my AWS SA cert in 2018 and tried to get into cloud but couldn't land a role…
20. Looking for feedback
Open Reddit thread
- Subreddit: r/cloud
- Feedback ID:
1vxw0zl - Why it fits: AI / cloud / DevOps (ai, llm, cloud); asks for experience or help; clear opening for a useful reply; matches experience Mat can contribute (score 115)
- Bot probability: Low (18%)
- Snippet: What started as a small project turned into a pretty deep dive into Kubernetes, security, infrastructure and AI. KubeGuard can now scan a Kubernetes cluster, inspect resources, collect logs and events, audit security risks and use a locally hosted LLM to help diagnose problems. Along the way, I realized Go + infrastructure is genuinely fun to me. There are still a couple of things to finish, mainly PostgreSQL persist…
21. my final ( cope ) Homelab
Open Reddit thread
- Subreddit: r/homelab
- Feedback ID:
1vyvcvz - Why it fits: homelab / self-hosting (homelab, truenas, jellyfin); books / reading (reading); asks for experience or help; matches experience Mat can contribute (score 113)
- Bot probability: Low (10%)
- Snippet: Hello alls, this is my Homelab, i'm not doing much testing anymore so it's only running stuff that i use on a daily basis. on the server hardware side we have : - Minisforum MS-A2 ( main server) -CPU : AMD Ryzen 7 7745HX -RAM : 64G DDR5 5600Mhz -Storage: 2x2Tb SSD NVMe and 2x1Tb SSD NVMe ( i have a pci to nvme adapter card for the 4th slot ) - Nuc Intel 11th gen ( backup server ) - CPU : Intel Core i3 115G4 -RAM : 32…
22. Books
Open Reddit thread
- Subreddit: r/algotrading
- Feedback ID:
1vz1ezp - Why it fits: AI / cloud / DevOps (programming); books / reading (books); trading / quant / CTI (trading, algotrading, algorithmic trading); asks for experience or help (score 111)
- Bot probability: Low (10%)
- Snippet: What books would you recommend for a Python/Java programmer who is getting started with trading, particularly algorithmic trading? Ideally, I’m looking for resources that are relevant to the Canadian market and cover both the programming and trading aspects.
23. Need help with n8n (local host through docker)
Open Reddit thread
- Subreddit: r/docker
- Feedback ID:
1vy0smb - Why it fits: AI / cloud / DevOps (docker); homelab / self-hosting (docker); gaming / content (youtube); asks for experience or help (score 111)
- Bot probability: Low (5%)
- Snippet: I am using a Read from disk node to feed data (through a data sheet .xlsx also tried .pdf before) but I keep getting No file found even when I put exact path.. I have been trying to fix it for soo long now I used Gemini for help it told me to use some pathway like /home/nodes/files/.pdf but then it showed NO access error Idk what to do followed some youtube advice as well nothing is working..
24. I just released my 2D MMORPG, Lootale Slash. Looking for feedback from MMO players
Open Reddit thread
- Subreddit: r/MMORPG
- Feedback ID:
1vzc89q - Why it fits: homelab / self-hosting (server); gaming / content (mmorpg); asks for experience or help; clear opening for a useful reply (score 110)
- Bot probability: Low (10%)
- Snippet: I’m the developer of Lootale Slash, a free-to-play 2D MMORPG I’ve been working on for a while now. I’ve shared some of the development elsewhere, but I wanted to introduce the game here now that it’s in a much more complete state. Lootale Slash is inspired by classic online RPGs, but the idea is to mix persistent MMO progression with shorter and more active gameplay sessions. Some of the systems currently in the …
25. 👋 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…
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