Agent-native tooling is becoming real infrastructure now. Control rooms, agent-first languages, local runtimes, and multi-agent repos are all pointing in the same direction. But the hard part is not launching more agents. It is defining: • what each agent can access • how state changes are reviewed • how bad tool actions are rolled back • how failures become evals The next agent layer is not more autonomy. It is runtime control.

May 17, 2026 · 6:07 AM UTC

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