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Selective self-healing for agent fleets: exact trust blast radius, fail-closed actions, durable revalidation, and exact-run Google Cloud audit.
A governed Codex workflow that generates, sandboxes, validates, and seals reviewable analytics modules—without automatic deployment.
A quota-safe Qwen Cloud sports intelligence war room where four adversarial agents audit shared evidence, expose missing data, and publish bounded verdicts
