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AI23 August 2026

Mostly coding

4 tasks. August 23, 2026 closed at 16.9x aggregate execution leverage across 349.0 qualified-senior-equivalent hours in 1,240 agent-session minutes. Covered operator leverage was 3490.0x.

That is 8.7 qualified-senior-equivalent weeks. Task factors ranged from 11.0x to 40.4x. The largest project grouping contained 3 entries.

Task Log

#TaskSenior Est.Agent SessionOperatorFactor
1Deployment64.0h95m1m40.4x
2Deployment86.0h150m2m34.4x
3Testing34.0h95m3m21.5x
4Deployment165.0h900m0m11.0x

Aggregate Statistics

MetricValue
Total tasks4
Qualified-senior-equivalent hours349.0
Agent-session minutes1,240
Covered operator minutes6
Recorded tokens0
Aggregate execution leverage16.9x
Covered operator leverage3490.0x

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.