Coding Is Becoming Abundant — Merge Readiness Is the New TPM Control Surface
Agent Recovery Is Becoming the Product — Sandboxes, Forks, and Reverts Are the New Runtime Contract for TPMs
Error Budgets for AI Features: A Concrete Policy
Your AI Session Is Becoming a Provider Owned Runtime: TPMs Need Portability Acceptance Tests
Agent Crash Recovery Is the New Production Frontier