Beyond Scraping: Building Agent-Ready Documentation Layers for MCP and AI Agents
How to turn human-first documentation into structured Markdown infrastructure that gives AI agents useful context with less traversal overhead.
Topic
5 items across writing, speaking, projects, and featured work.
How to turn human-first documentation into structured Markdown infrastructure that gives AI agents useful context with less traversal overhead.
A practical framework for reducing duplicated internal work through maintainership, contribution flows, governance, and measurable developer experience.
DevRelCon New York 2026 made one thing clear: Developer Relations is not disappearing, but its audience, interfaces, and measures of success are changing.
How organizations can apply proven open source operating models to strengthen their InnerSource efforts.
A practical map of the open source AI stack and the roles developers can play at every layer.