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Agent & Instrument Diagram

The System​

  • Instruments: Workflow Builder (Canvas, Panels, Execution Monitor)
  • Agents: AI Tasks (Data Agents, Content Agents) and Human-in-the-loop (Escalation)
  • Feedback Loops: Receipts (job_outcomes) measure the AI vs Human split and the confidence, feeding the tuning loop to increase automation over time.

Questions​

Which agent in the workflow and process mgt diagram has the highest authority-to-accountability ratio — and is that appropriate?

  • Where does human judgment remain essential in this agent-instrument flow, and where is automation safe?
  • If one instrument in this diagram reported bad data, which agents would be most affected and how quickly?
  • What would need to be true for a new agent type to be added to this diagram without breaking existing flows?