AI work system solves the question of “Agent says it’s done, whether reality is really done.” Objectives, competencies, evidence, inspections and rollbacks are more important than opening several more models.

It’s in the whole system.

Inputs, abilities and tools are used here to synthesize workflows: people are responsible for problem-setting and condensing, Agent is responsible for investigation and execution, masters and managers manage the context, and Maker and Checker are separately validated.

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Work streams must be tested for real projects. Keep going.Projects and works

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