Token economics in genesis v0.3.6: real-telemetry validation across 3 scenarios × 4 cells#12

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empirical-proof-real-ab

May 30, 2026

Commits on May 29, 2026

empirical proof: real A/B measurement on microsoft/apm#1424

danielmeppiel
and
Copilot
committed
Replace REPORT.md with FinOps PR description body

danielmeppiel
and
Copilot
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Genesis corpus: clarify per-element model/tools binding site on Copilot

danielmeppiel
and
Copilot
committed
empirical proof: v0.3.1 iteration (B12 fires) on microsoft/apm#1424

danielmeppiel
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Copilot
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empirical proof: clean A/B (Cell D v0.1 vs Cell E v0.3.1) with controlled orchestrator

danielmeppiel
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Copilot
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empirical proof v5: Cell G (v0.3.2.1) lands 13% cheaper than baseline

danielmeppiel
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Copilot
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genesis v0.3.3: reframe B12 SELECTION RULE — bind explicitly is the discipline

danielmeppiel
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Copilot
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genesis v0.3.3 audit + REPORT v6: executor-only framing, predictability probe, surgical bloat removals (-248 lines)

danielmeppiel
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Copilot
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REPORT: simplify headline to v0.2 vs v0.3+ A/B, move iteration arc to appendix

danielmeppiel
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Copilot
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v0.3.4: PER-LENS ROLE-CLASS DIFFERENTIATION + per-technique attribution

danielmeppiel
and
Copilot
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Multi-scenario probe: different-skill architect produces DIFFERENTIATED bindings

danielmeppiel
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Copilot
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Multi-scenario probe: small-PR executor empirically validates PER-LENS discipline

danielmeppiel
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Copilot
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v0.3.5: add researcher role class + ground OpenAI catalog from Azure Foundry docs

danielmeppiel
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Copilot
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empirical: cross-scenario architect A/B (S1 triage + S2 rename + S3 cve-audit) × v0.2 vs v0.3.5

danielmeppiel
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Copilot
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empirical: per-pattern cost ablation + Minto-pyramid REPORT

danielmeppiel
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Copilot
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design-patterns: add §B14b CAVEMAN BRIEF sub-pattern (empirically validated)

danielmeppiel
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Copilot
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report: FinOps view + side-by-side mermaid architectures with hyperlinks

danielmeppiel
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Copilot
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report: rewrite for external reader with refined architecture diagrams

danielmeppiel
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Copilot
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feat(genesis/model-catalog): add vals.ai benchmark grounding

danielmeppiel
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Copilot
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report: integrate S2 doc-audit 4-cell honest finding + benchmark grounding refs

danielmeppiel
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Copilot
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report: REAL-TELEMETRY-RESULTS for v0.3.6 (12-cell 3-scenario validation)

danielmeppiel
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Copilot
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docs(empirical-proof): add Quality & ROI synthesis to REAL-TELEMETRY-RESULTS

danielmeppiel
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Copilot
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docs(empirical-proof): make ROI function explicit in REPORT and RTR

danielmeppiel
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Copilot
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report: telemetry-grounded waste section in RTR

danielmeppiel
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Copilot
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RTR: per-pattern attribution + flaws/quick-wins + reliability axis

danielmeppiel
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Copilot
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v0.3.7: AUDIENCE BOUNDARY + canonical caveman (B14b/B14c)

danielmeppiel
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Copilot
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v0.3.7 architect packets (Opus, for Sonnet executor cells)

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Copilot
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v0.3.7 empirical proof — collated 3 cells into RTR + PR body

danielmeppiel
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Copilot
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Token economics in genesis v0.3.6: real-telemetry validation across 3 scenarios × 4 cells#12

Token economics in genesis v0.3.6: real-telemetry validation across 3 scenarios × 4 cells#12
danielmeppiel merged 28 commits into
mainfrom
empirical-proof-real-ab

Commits on May 29, 2026

empirical proof: real A/B measurement on microsoft/apm#1424

Replace REPORT.md with FinOps PR description body

Genesis corpus: clarify per-element model/tools binding site on Copilot

empirical proof: v0.3.1 iteration (B12 fires) on microsoft/apm#1424

empirical proof: clean A/B (Cell D v0.1 vs Cell E v0.3.1) with controlled orchestrator

empirical proof v5: Cell G (v0.3.2.1) lands 13% cheaper than baseline

genesis v0.3.3: reframe B12 SELECTION RULE — bind explicitly is the discipline

genesis v0.3.3 audit + REPORT v6: executor-only framing, predictability probe, surgical bloat removals (-248 lines)

REPORT: simplify headline to v0.2 vs v0.3+ A/B, move iteration arc to appendix

v0.3.4: PER-LENS ROLE-CLASS DIFFERENTIATION + per-technique attribution

Multi-scenario probe: different-skill architect produces DIFFERENTIATED bindings

Multi-scenario probe: small-PR executor empirically validates PER-LENS discipline

v0.3.5: add researcher role class + ground OpenAI catalog from Azure Foundry docs

empirical: cross-scenario architect A/B (S1 triage + S2 rename + S3 cve-audit) × v0.2 vs v0.3.5

empirical: per-pattern cost ablation + Minto-pyramid REPORT

design-patterns: add §B14b CAVEMAN BRIEF sub-pattern (empirically validated)

report: FinOps view + side-by-side mermaid architectures with hyperlinks

report: rewrite for external reader with refined architecture diagrams

feat(genesis/model-catalog): add vals.ai benchmark grounding

report: integrate S2 doc-audit 4-cell honest finding + benchmark grounding refs

report: REAL-TELEMETRY-RESULTS for v0.3.6 (12-cell 3-scenario validation)

docs(empirical-proof): add Quality & ROI synthesis to REAL-TELEMETRY-RESULTS

docs(empirical-proof): make ROI function explicit in REPORT and RTR

report: telemetry-grounded waste section in RTR

RTR: per-pattern attribution + flaws/quick-wins + reliability axis

v0.3.7: AUDIENCE BOUNDARY + canonical caveman (B14b/B14c)

v0.3.7 architect packets (Opus, for Sonnet executor cells)

v0.3.7 empirical proof — collated 3 cells into RTR + PR body