ai

Generative LLMs are overkill for classification and routing. Here is how non-autoregressive decision engines like Laya and Jev work, and how I built a sub-35ms local file organizer with Laya.

Why does a 3B parameter model that outperforms frontier models on AIME and LiveCodeBench fail entirely at agentic coding?

I built a lightweight local proxy called CodeWeaver that translates Claude Code's Anthropic API calls into Google Cloud Code Assist requests.