
“One afternoon I watched an agent spin up AWS tasks with a single prompt… and realized we’d given it the keys to the kingdom.” TL;DR: The Runtime Shape AIB: Agent executes only under human-scoped, step-scoped delegation RAE: Per-step ephemeral envelope (scope, TTL, parent lineage) Broker: Enforces envelope before any side effect; no direct tool calls ACT: Redacted, hash-linked “why” graph for…
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