AI Agents

Systems Make Genius Shine Brighter

Systems Make Genius Shine Brighter

Genius without structure drifts, and structure alone is mediocre. Only when genius and structure multiply does the real value emerge. The ZenFlow benchmark (Claude Sonnet, 32 endpoints, 43 minutes) and historical proof from B-17, Toyota, and WHO checklists all demonstrate the same principle.

Why Smart Models Can't Explain

Why Smart Models Can't Explain

Smart models speak in hard-to-follow language; models that explain clearly are weak at reasoning. Use both. A concrete method for splitting a communication model (main) and a reasoning model (subagent) in Claude Code, and why this structure works.

Who Defines 'Done'? — The Problem Games Solved 40 Years Ago

Who Defines 'Done'? — The Problem Games Solved 40 Years Ago

The moment you define tenant move-out confirmation as five photos, it becomes a game quest. Defining 'done' not as the agent's claim but as a mechanically verifiable condition — games solved this 40 years ago, and it is the right way to get AI agents to actually do their job.