Zero to Agent in 30 Minutes: Build a Shared Knowledge Base for All Your Agents With Sajal Sharma
O'Reilly Radar, Monday, September 14th, 2026
Set up a shared knowledge base so multiple AI agents can access the same notes and decisions.
AI engineer Sajal Sharma demonstrated how to build a shared workspace for multiple agents so they can access common tasks, notes, and decisions.
The approach involves creating an AGENTS.md navigation file, layering daily notes into summaries, bridging files for different AI tools, packaging repeatable tasks as skills, syncing across machines, and ensuring agents reread current state before making changes.
Projects like LangChain's OpenWiki and Y Combinator's GBrain show this pattern is gaining adoption among developers managing multiple AI systems.