Notes on building real software
Practical essays on shipping production AI, leading engineering teams, and getting things into customers' hands faster.
Shipping trustworthy AI: why RAG beats a bare LLM in production
A practical look at why retrieval-augmented generation is the difference between an AI demo and an AI product your customers can rely on.
How I cut development cycles by 40% without cutting corners
Faster delivery rarely comes from working harder. Here are the systems-level changes that made shipping routine instead of risky.