I almost shipped a cache that would have served confidently wrong answersI almost shipped something that would have quietly handed people the wrong answer, and it would have looked completely correct while doing it. The plan was a semantic cache. It is a reasonable idea, aAug 4 · 15 min readcode-debug.hashnode.dev
You Cannot Own What You Cannot Watch ThinkThere is a quiet moment in building any serious agent system where you realise you have handed over the steering wheel. Not all of it. But enough that you can no longer sit down and trace, in your ownJul 16 · 16 min readcode-debug.hashnode.dev
The Hard Lessons Behind Production Agentic AII have spent a lot of time building agentic AI systems that actually have to work in production. Not demos. Not playgrounds. Real systems that take actions, touch real workflows, and are expected to kJun 22 · 10 min readcode-debug.hashnode.dev
