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acdl/docs/metrics/fte_hours_saved.md
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Jon Chery b054849a99 docs(P4): metrics catalog + NORTH_STAR integration + trust snapshot + no-humans thesis (REQ-186,191..195,204,210..213)
P4 (Wave 3, docs) — REQ-186, 191, 192, 193, 194, 195, 204, 210, 211, 212, 213

New docs:
- docs/METRICS.md — canonical KPI catalog (grounded/derived/deferred)
- docs/metrics/*.md — 13 per-KPI definition-of-success docs (D-127)
- docs/METRICS_DEFERRED_ROADMAP.md — 8 deferred metrics + hot-path plan + re-eval triggers (REQ-210)
- docs/NO_HUMANS_THESIS.md — thesis defensibility brief (REQ-213)

New tools:
- core/metrics/trust_snapshot.py — 5 trust metrics + chain-integrity verdict + snapshot hash (REQ-211)
- scripts/check_north_star_diff.sh — CI check for NORTH_STAR strategic section changes (REQ-204)

Modified:
- .ciagent/config.json — strategic_direction_file: .ciagent/NORTH_STAR.md (REQ-186)

---ci---
project: acdl
phase: 4
milestone: v1.17
status: execute
---/ci---
2026-08-04 20:05:06 +00:00

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# FTE Hours Saved (Toil Reallocation Value) — Definition of Success
> KPI: FTE Hours Saved
> Target: ≥ 70% of pre-Nova FTE allocation (derived)
**What this number means:** the engineering hours saved by automated
operations, valued at the blended engineering rate. This is what those
hours were spent on instead (the "toil reallocation" — capital freed
up from ops to feature development).
**How it's computed:** `run count × manual baseline minutes per run ÷ 60
× blended hourly rate`. The manual baseline is the estimated time a
human team would take for the same operation (e.g., 30 min/ticket).
**Honesty caveat:** computed on N internal runs today; the production-
denominator activates post-pilot. The formula is grounded; the
production numbers are not yet.