May 4, 2026 · R&D Management

How to Give AI Coding Agents a Global Constitution

The article explains why teams using multiple AI coding agents need a top‑level CONSTITUTION.md to capture stable engineering principles, decision hierarchy, autonomy boundaries, quality gates, and revision processes, and shows how to structure, write, and propagate it across tool‑specific files.

AI agentsCONSTITUTION.mdR&D management

0 likes · 16 min read

How to Give AI Coding Agents a Global Constitution

Yunqi AI+

Mar 20, 2026 · R&D Management

How AI Is Redefining Product‑Development Collaboration and Turning Knowledge Into Organizational Assets

The article analyzes how AI reshapes product‑development workflows, forces a redefinition of the product manager role, pushes demand clarification ahead of engineering, upgrades governance, and shifts competitive advantage from manual delivery to structured knowledge assets, offering concrete recommendations for organizations entering the AI era.

AIKnowledge AssetsOrganizational Change

0 likes · 15 min read

How AI Is Redefining Product‑Development Collaboration and Turning Knowledge Into Organizational Assets