An Organizational Second Brain: Building an AI That Learns From Experts - Engineering at Meta

kept by eddie sep 03

Meta built an AI agent for compliance domains that combines a structured, auditable knowledge base with composable reasoning recipes and a self-improvement loop that compiles expert feedback into verified, regression-tested file edits without model retraining.

How the Open Knowledge Format can improve data sharing
Google Cloud introduces the Open Knowledge Format (OKF), an open specification for representing curated knowledge as markdown files with YAML frontmatter to enable portable, agent-readable context.
also on Open Knowledge Format, #knowledge-management, #ai-agents
GitHub - nabeelhyatt/coworkpowers: Superpowers for knowledge work in Claude Code
CoworkPowers is a Claude Code plugin that implements a research-work-review-compound loop to systematically improve knowledge work quality and speed by extracting reusable patterns after each task.
also on #knowledge-management, #ai-agents