Blog Archive

Building an internal AI assistant for support engineers with MCP

How I wrapped a Kubernetes-backed search stack as Model Context Protocol tools so support engineers could query knowledge bases, tickets, and docs without leaving their workflow.

Dubweave, for Aline

A personal and technical deep dive into dubweave for my wife, explained simply and shaped by the way I work.