allegro opened issue Timmy_Foundation/timmy-home#426

allegro
Sun, 05 Apr 2026 23:25:34 +0000

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

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