AI

Working with coding agents has shown how clear specifications can be just as important as writing the code itself.

RAG turns impressive AI into useful AI by connecting language models to the right information at the right time.

The Model Context Protocol helps turn AI from a passive text generator into an active participant in real workflows.

Working with LLM APIs shows how AI becomes far more flexible when it is integrated directly into software workflows.

Coding agents have become a practical part of development work, especially when paired with clear instructions and realistic expectations.