Hello, I'm Maneshwar. I'm building git-lrc, a Micro AI code reviewer that runs on every commit. It is free and source-available on Github. Star git-lrc to help devs discover the project. Do give it a try and share your feedback.
A friend of mine sent over a blog post he'd been working on for a while, a genuinely deep dive into traffic law and, of all things, what it can teach us about governing LLMs.
I sat down to read it mostly out of curiosity. I was fighting a genuinely dumb bug at the time, and by the middle of the post my stomach did a little drop, because it was describing my bug back to me, just wearing a different costume.
The post's actual subject is speed limits, of all things, and how legal systems decide when to write a hard rule versus when to trust someone's judgment in the moment.
Turns out that's basically the entire job description of writing instructions for an LLM agent, except the "someone" making the judgment call is a language model instead of a driver, and the "speed limit" is whether your chart renders correctly or quietly draws nothing.
