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
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