Hey everyone, The Problem: We’ve all been there. You ask an LLM to "solve a niche optimization problem." It writes the code beautifully, but it imports a library that hasn't been updated since 2018 or hallucinates an API entirely. You waste 30 minutes debugging only to realize you’re trying to breathe life into a zombie repository. The Solution: I’m a lawyer and psychologist by training—essentially a professional "word-sifter" and "intent-checker." For the last two years, I’ve been tinkering in the AI space and realized that the core bottleneck isn't the model's intelligence; it’s the context we feed it. I built myMe to act as an automated Context Agent for your dev stack. It’s a gatekeeper that performs a Triple Lock audit on repositories before an LLM is allowed to touch them: • 1. The Scout: Uses Exa (Semantic Search) to find libraries based on actual mathematical intent, not just SEO keywords. • 2. The Community Vibe Check: This is my "dinosaur" brain at work. It cross-references libraries against recent Reddit and Hacker News comments. Humans usually know a library is broken months before the LLM training data catches up. • 3. The Sieve & Auditor: It filters for "Pulse" (velocity/health) and uses a reasoning agent to read the actual documentation/file tree. It looks for the "mathematical DNA" you actually asked for—like a specific solver template—so the LLM doesn't have to guess. Why it’s 100% BYOK: I’m a tinker, not a SaaS company. I’ve built this as a Bring Your Own Key tool. No subscriptions, no middleman markups, and no data-siloing. You use your own OpenAI/Anthropic keys so you have full control over your costs and your data privacy. Try it here: https://mymever7.streamlit.app/

I’m just an outsider tinkering with the stack. I’m honestly I’m not sure if this will be any use to anyone and as my first ever public post -let’s just say it’s scary. But hey in the off chance this helps I figured it was worth taking a step outside of the comfort zone and share, never know could be useful for someone. Be gentle if it crashes! Cheers, Glen