lesson 004 · human + agent

reviewing the gate

Advanced·17 min
AgentInspectorOutliner
Lesson video · 17 min

A deep look at the proposal gate as a review surface. You read a mixed diff of human and agent edits, resolve conflicts, batch and revert selectively, and build a review habit that scales to studio work.

Chapters

  1. 00:00the gate as reviewtreating every change like a pull request on the scene
  2. 01:40anatomy of a proposalintent, affected nodes, before and after fields
  3. 03:30a mixed diffhuman and agent edits interleaved in one stream
  4. 05:35filter by node and fieldnarrow a large diff to what you care about
  5. 07:40conflicting proposalstwo edits touching the same field, and how to resolve
  6. 09:45batch acceptgroup related proposals and land them together
  7. 11:50selective revertpull back one proposal from deep in the history
  8. 13:55replay for verificationre-run the accepted stream to confirm the result
  9. 15:30a studio review habita repeatable gate workflow for shared scenes

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