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, a15 min read·code-debug.hashnode.devAug 4
You Cannot Own What You Cannot Watch ThinkWhy observability stopped being a nice extra the day I let a system make its own decisions16 min read·code-debug.hashnode.devJul 16
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 k10 min read·code-debug.hashnode.devJun 22
