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.
On stage
Talks about open source, InnerSource, AI, developer experience, and community.
I speak about the systems and practices that help developers work together: open source, InnerSource, AI, developer experience, and community.
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.
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.
A talk from OSCA FEST about the critical role open source software plays in our digital world.