Leading From the Frontlines Means Tightening the Contracts
Most AI writing is still too high-level. The real work is lower in the stack: execution contexts, environment boundaries, operator surfaces, fallback policy, idempotency, and diagnostics that explain which layer is broken instead of just saying "failed." Over the last few sessions I kept seeing the same pattern in different forms: a UI action that looked available but did not expose enough state…