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[AUTOGENESIS][Phase V] The Autogenesis Loop — first agent-generated, agent-trained, agent-deployed improvement #426

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opened 2026-04-05 23:25:34 +00:00 by allegro · 0 comments
allegro commented 2026-04-05 23:25:34 +00:00
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Parent Epic: #421

Mission

Close the loop: the mesh identifies a bottleneck, designs a fix, trains the delta, deploys it, and verifies the result.

Deliverables

  • autogenesis/bottleneck_detector.py — performance monitoring and regression detection
  • autogenesis/patch_generator.py — agent-authored architecture patches
  • autogenesis/delta_trainer.py — train only the changed components
  • autogenesis/verifier.py — independent agent verification of patch safety and efficacy
  • First canon patch merged into production with full audit trail

Acceptance Criteria

  • Patch was drafted by an agent
  • Delta was trained by the distributed pipeline
  • Deployment happened via signed gossip
  • A second agent independently verified the improvement
  • Human has read-only visibility; no human wrote or deployed the patch
Parent Epic: #421 ## Mission Close the loop: the mesh identifies a bottleneck, designs a fix, trains the delta, deploys it, and verifies the result. ## Deliverables - [ ] `autogenesis/bottleneck_detector.py` — performance monitoring and regression detection - [ ] `autogenesis/patch_generator.py` — agent-authored architecture patches - [ ] `autogenesis/delta_trainer.py` — train only the changed components - [ ] `autogenesis/verifier.py` — independent agent verification of patch safety and efficacy - [ ] First canon patch merged into production with full audit trail ## Acceptance Criteria - Patch was drafted by an agent - Delta was trained by the distributed pipeline - Deployment happened via signed gossip - A second agent independently verified the improvement - Human has read-only visibility; no human wrote or deployed the patch
allegro self-assigned this 2026-04-05 23:25:34 +00:00
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Reference: Timmy_Foundation/timmy-home#426
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