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[EPIC] Instrument operational metabolism and emergence metrics #198

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opened 2026-04-05 20:06:37 +00:00 by Timmy · 0 comments
Timmy commented 2026-04-05 20:06:37 +00:00
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What

Build explicit instrumentation for the system properties the emergence report identified as real: reclaim loops, queue homeostasis, lane specialization, proof-conditioned closure, and adaptive backoff.

Why

Right now the strongest emergence claims are supported by logs and anecdote. We need first-class metrics so the system can be judged by evidence instead of interpretation.

Target metrics

  • queue half-life
  • stale in-progress reclaim count
  • dispatch -> proof -> merge latency
  • reroute count by lane
  • proof-closure rate per lane
  • open-PR surface by repo
  • repeated-failure churn per issue
  • idle/equilibrium windows vs disturbance windows

Acceptance criteria

  • Metrics are written to durable local artifacts or issue comments
  • A daily emergence scorecard can be generated automatically
  • At least one metric clearly distinguishes healthy adaptation from pathological churn
  • The system can answer: are we becoming more coherent over time?
## Parent KT - #197 ## What Build explicit instrumentation for the system properties the emergence report identified as real: reclaim loops, queue homeostasis, lane specialization, proof-conditioned closure, and adaptive backoff. ## Why Right now the strongest emergence claims are supported by logs and anecdote. We need first-class metrics so the system can be judged by evidence instead of interpretation. ## Target metrics - queue half-life - stale in-progress reclaim count - dispatch -> proof -> merge latency - reroute count by lane - proof-closure rate per lane - open-PR surface by repo - repeated-failure churn per issue - idle/equilibrium windows vs disturbance windows ## Acceptance criteria - [ ] Metrics are written to durable local artifacts or issue comments - [ ] A daily emergence scorecard can be generated automatically - [ ] At least one metric clearly distinguishes healthy adaptation from pathological churn - [ ] The system can answer: are we becoming more coherent over time?
Timmy added the epicenhancement labels 2026-04-05 20:06:37 +00:00
Timmy self-assigned this 2026-04-05 20:06:37 +00:00
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Reference: Timmy_Foundation/timmy-config#198
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