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AI24 August 2026

Documentation and coding

6 tasks. August 24, 2026 closed at 14.6x aggregate execution leverage across 264.0 qualified-senior-equivalent hours in 1,088 agent-session minutes. Covered operator leverage was 465.9x.

That is 6.6 qualified-senior-equivalent weeks. Task factors ranged from 10.4x to 45.0x. The largest project grouping contained 6 entries.

Task Log

#TaskSenior Est.Agent SessionOperatorFactor
1Content remediation phase orchestrator ([product]): a Workflow script (phase.workflow.js) that dispatches one Opus agent per work package with a lane-capped, dependency-gated scheduler (≤10 concurrent, one…12.0h16m3m45.0x
2Documentation150.0h590m15m15.3x
3Testing22.0h91m4m14.5x
4Test Prep Fidelity program — Fable-grade execution plan (fable-planner): ground-truth research across 11 [product] repos (6 parallel sweeps + live verification of SAT/PSAT/ACT/GRE/GMAT blueprints incl.…32.0h135m2m14.2x
5Testing28.0h141m6m11.9x
6Testing20.0h115m4m10.4x

Aggregate Statistics

MetricValue
Total tasks6
Qualified-senior-equivalent hours264.0
Agent-session minutes1,088
Covered operator minutes34
Recorded tokens2,000,000
Aggregate execution leverage14.6x
Covered operator leverage465.9x

Interpretation

The qualified-senior hours are counterfactual estimates and inherit that uncertainty. Execution, token, and operator-time values retain their recorded provenance, which is incomplete for some legacy rows. Summed agent-session minutes are not serial wall-clock time when sessions overlap.

This is one unusually experienced operator's record under unusual working conditions, not a general benchmark. The complete reconciled snapshot is available for download.