Members-Only
Recent Talks & Demos are for members only
You must be an AI Tinkerers active member to view these talks and demos.
Encoding Engineering Judgment into AI Coding Agents
Learn how to encode your coding practices into an AI agent with Mystro, enabling automated testing and evaluation to ensure adherence to your rules, moving beyond random patterns to engineering policy.
LLMs are great at writing code, but they mostly follow patterns they learned from random internet repos. That’s fun until those patterns start leaking into your production codebase.
In this talk I’ll demo Mystro, a system that lets you encode your own coding practices and use them to guide an AI coding agent. Instead of hoping the model does the right thing, you can test, evaluate, and retry automatically until it starts following your rules. It’s using the same underlying algo (GEPA) as autoresearch from Karparthy that was recently released.
Think less vibes, more engineering policy. A quick look at what it might take to actually run coding agents inside real codebases.