Stage 04 · Live
Autonomous evolution, operating
The continuous improvement loop is running against your repository. Every stage is governed, observable, and reversible.
Cycles executed
14,832
Improvements found
1,247
Improvements validated
892
Rollbacks triggered
41
Human interventions
18
System confidence
94%
Continuous improvement loop
● running
Cycle 14,832
Observe
governed · observable · reversible
Observe
Analyze
Plan
Mutate
Validate
Learn
Improve
Repeat
Live activity stream
last 9 events
Observe
Indexed change in src/services/billing/refunds.ts
now
Analyze
Detected N+1 access pattern in /orders endpoint
2s
Plan
Drafted batch-loader plan · blast radius: 4 modules
4s
Mutate
Generated candidate · 142 LOC · 3 files
6s
Validate
Property tests passed · 1,284 / 1,284
8s
Validate
Perf budget honored · -18% P95 on /orders
10s
Guided demo · 8 stages
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