Multi-agent work needs a contract
Define useful handoffs before adding AI workers. Compare agent teams under matched budgets and inspect coordination failures using recent research.
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Define useful handoffs before adding AI workers. Compare agent teams under matched budgets and inspect coordination failures using recent research.
Read the storyEvaluate AI-generated 3D assets before using them. Inspect TRELLIS.2 exports, separate geometry from appearance, and check results in the intended runtime.
Read the storyEvaluate AI game development tools through a playable slice. Use agent research for playtesting while checking the integrated game and human experience.
Read the storyTurn an AI policy into a control you can test. Follow retrieval, memory, and delegated tools, then check both denied actions and legitimate outcomes.
Read the storyTurn a spoken request into a valid product configuration. Check proposed commands, geometric meaning, and the saved result before accepting a change.
Read the storyConnect AI character dialogue to bounded intentions and authoritative game actions. Review virtual-agent research and test interruption handling.
Read the storyTest protective controls beyond the first response. Check tools, persistent memory, later sessions, and nearby legitimate requests for boundary failures.
Read the storyTest an AI monitor against false success claims, missing evidence, and delegated bypasses. Check the watchdog's own recovery failures as part of the review.
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