Field notes on AI agents, spec driven development, and how to modernise enterprise systems without breaking them.
The turning point was stopping treating an LLM like a generic employee and starting to think of it as a niche specialist. Here is how I structured a multi-agent pipeline for content creation and what I learned about reliability along the way.