Data Bricklaying Diary

Sep 8, 2026 · R&D Management

From Wiki to Execution: Making Organizational Knowledge Work for AI Agents

The article explains why organizational rules stored in wikis fail to constrain AI agents, and presents a five-layer framework—project context, reusable skills, event-driven hooks, CI gates, and platform policies—to embed knowledge directly into agent execution paths, with versioning, ownership, and gradual rollout practices.