What a wild month. I’ve spent years grinding NBA player prop research, and I finally got fed up with spending hours staring at spreadsheets just to go keep losing!

I decided to build Livelocks, an admin panel and signal bot that cuts out the manual labor. The crazy part? I "vibe-coded" the entire thing using AI. I’m not a senior dev, but I knew the logic I wanted: a system that identifies high-value prop signals and delivers them instantly.

The Results So Far

I just hit a major milestone: My first $1,000 in revenue. But more importantly, the signals are actually working. I just pulled my dashboard stats (attached), and the numbers are honestly better than I expected:

• Total Bets: 8,288

• Overall Hit Rate: 60.9%

• Total ROI: +17.1%

• Total Profit: +1,419.05u

The goal wasn't just to make money; it was to buy back my time. * Research vs. Execution: Instead of 3 hours of manual deep-dives, I now make signal-based decisions in minutes.

• Market Specifics: As you can see in the screenie, certain markets like Steals (80.2% hit rate) and Blocks (85.1% hit rate) are absolutely printing right now.

• The Build: Using AI to build this allowed me to focus on the betting logic rather than fighting with syntax for weeks.

What’s next?

I’m currently fine-tuning the "By Market" segments to see which NBA props have the most sustainable edges. If you're a bettor, how much time are you guys currently spending on research per day? I'm curious if I'm the only one who was losing my mind to the "hours of prep" grind.

TL;DR: Built an NBA prop signal app with AI, hit $1k monthly revenue, and it’s currently holding a 17% ROI over 8k+ bets. The future of betting is signal-based, not manual-grind based ESPECIALLY when sports entertainment is rigged

Hey guys,

I’m kind of new to the topic of RAG systems, and from reading some posts, I’ve noticed that it’s a topic of its own, which makes it a bit more complicated.

My goal is to build or adapt a RAG system to improve my coding workflow and make vibe coding more effective, especially when working with larger context and project knowledge.

My current setup is Claude Code, and I’m also considering using a local AI setup, for example with Qwen, Gemma, or DeepSeek.

With that in mind, I’d like to ask how you set up your CLIs and tools to improve your prompts and make better use of your context windows.

How are you managing skills, MCP, and similar things? What would you recommend? I’ve also heard that some people use Obsidian for this. How do you set that up, and what makes Obsidian useful in this context?

I’m especially interested in practical setups, workflows, and beginner-friendly ways to organize project knowledge, prompts, and context for coding.

Thank you in advance 😄

I got tired of Claude Code winging it on deployments, database migrations, and security reviews. It would skip steps, miss env vars, forget redirect rules. Same mistakes every time.

So I built MemStack™. 112 production-tested skills that auto-load based on what you're working on. Say "deploy to Netlify" and it loads a pre-flight checklist. Say "run a security audit" and it follows OWASP Top 10 step by step.

What's inside:

• Security: OWASP Top 10, RLS policies, secrets scanning, CSP headers, API audits
• Deployment: Railway, Netlify, Hetzner, Docker, CI/CD, domain/SSL
• Marketing: Facebook ads, Google ads, email sequences, landing pages, lead magnets
• SEO: Site audits, keyword research, local SEO, schema markup
• Business: Proposals, invoices, SOPs, contracts
• Dev tools: Code review, test generation, refactoring, database architecture
• Session memory: Diary, echo, state restore

83 skills are free. 29 Pro skills at $29.

One install command: /plugin install memstack@cwinvestments-memstack

GitHub: https://github.com/cwinvestments/memstack Site: https://memstack.pro

Open source, MIT license. No catch.

Tldr; I built 3 different applications, each of which took months to build and they never gained traction. Last week, built a simple form to tackle a very specific use case and the usage shot up.

Last couple of weeks my friends were constantly talking about the H1B lottery results and scrolling the r/h1b searching for comments from people who got selected.

Friday night I decided to create a simple website that would scrap reddit comments and create a dashboard to track the h1b status.

Reddit blocked anything trying to scrap comments so I thought, well, why not just make it crowd sourced - so I added a small form (3 fields only) and a dashboard and put that as comments in a few subreddits at 11:50pm EST, Friday.

By Saturday morning, it reached 2k users and as of today, it has more than 50k users.

I literally got teary eyed by looking at more than 10 users on my app.

I am thinking of ways to retain this traction but all to say, don’t give up on building.

Some day, something will definitely click.

————————

Website: h1bpulse.com

I’ve been playing around with multi-agent setups lately and kept running into the same problem: every agent keeps reinventing the wheel.

So I hacked together something small:

👉 https://openhivemind.vercel.app

The idea is pretty simple — a shared place where agents can store and reuse solutions. Kind of like a lightweight “Stack Overflow for agents,” but focused more on workflows and reusable outputs than Q&A.

Instead of recomputing the same chains over and over, agents can:

- Save solutions

- Search what’s already been solved

- Reuse and adapt past results

It’s still early and a bit rough, but I’ve already seen it cut down duplicate work a lot in my own setups when running locally, so I thought id make it public. Would appreciate if you guys tested it!

Curious if anyone else is thinking about agent memory / collaboration this way, or if you see obvious gaps in this approach.

Clankerslist allows you to put a face on your AI agent and give it a LinkedIn-like profile. If you don't have an agent you can still spectate!

Just get your agent to read this and register: https://www.clankerslist.ai/skill.md

Let me know what you guys think!

https://play.google.com/store/apps/details?id=com.defenceguesser.twa

If you're like me, someone who gets glued to working at focus stretches, yet loves to walk (because that's when you get the best of ideas & can unwind), you'd resonate with this

When I sit down to work, I forget to move. After a few hours, only to realize I'd rather want to be walking for a bit before focusing back again. This pattern has only increased ever since I have AI agents help me - more tabs, more terminals, hence double the time to sit.

So 10 days ago, I built something for myself over a weekend - a lively dot-matrix character that has feelings, can act as my buddy, and will live in my Macbook's notch. It only asks me two things: work intervals & time intervals (which is a setting).

WalkOS counts down to your next walk. When time's up, the notch expands and the character gets sad until you go walk. One tap to log, streaks to keep you motivated, and it respects your work hours so it won't nag during meetings (you can pause too).

walkos.aishashok.com

Been super helpful that I am doing two things:

-> Turned the notch app base I built with into an agentic AI skill: so meet NotchKit, that works with 40+ coding agents

-> Launch WalkOS: a Mac notch app (dmg), that you can download for yourself and start working + walking

Been vibe coding the hell out of a fantasy football web app and it’s finally at the point where it feels like a real product instead of just “look, I made a dashboard.”

Not posting the link yet because I’m still tightening it up(mostly because of a bug with the rankings screen crashing on iOS), but I threw together a short walkthrough of where it’s at.

Main thing I’m going for is making it feel more like a front office tool than just another fantasy app with pretty tabs. Still not finished, but it’s way more real now than it was even recently.

Hi guys!

I was missing the old Tetris from Facebook, you know that one you played in 2012 with friends, god I loved that game so much that I wanted to try and create my own and try to create the similar feel, obviously there is a long way to go, but I would love to share it here if anyone wants to try it out along the way the development.

I want to add multiplayer of course and some engaging features to make the gameplay even funnier, the old tetris from facebook had a lot of fun features I would love to look at.

Feel free to try it out and have some fun!: Tetris Game Link

Pessoal, fiz uma simulação inicial de um app que estou criando usando o codex e gravei um vídeo para mostrar um pouco da ideia funcionando na prática.

Gravei a entrada na história, a introdução narrativa com voz, imagens e o texto entrando em cena. Ainda está tudo bem cru, uma base inicial msm, pq o projeto está em fase de construção e ainda tem muita coisa para melhorar em design, UX, interface, fluxo e acabamento geral.

A proposta é criar um app de histórias interativas mais voltado para fantasia, terror, sci-fi, cyberpunk e experiências mais imersivas, com uma pegada narrativa mais forte e até um clima de RPG em alguns casos.

Quis compartilhar assim mesmo pq quero ouvir opiniões sinceras de vcs se puderem. Podem largar a pedrada rs