Loop, Graph, and Context Engineering — Three Disciplines Every Production Agent Needs
Your AI Session Is Becoming a Provider Owned Runtime: TPMs Need Portability Acceptance Tests
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
Your AI Session Is Becoming a Provider Owned Runtime: TPMs Need Portability Acceptance Tests