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AI01 September 2026

Mostly coding

4 tasks. September 1, 2026 closed at 22.1x aggregate execution leverage across 88.0 qualified-senior-equivalent hours in 239 agent-session minutes. Covered operator leverage was 330.0x.

That is 2.2 qualified-senior-equivalent weeks. Task factors ranged from 13.2x to 30.0x. The largest project grouping contained 2 entries.

Task Log

#TaskSenior Est.Agent SessionOperatorFactor
1Testing32.0h64m3m30.0x
2Deployment26.0h72m5m21.7x
3Documentation21.0h62m5m20.3x
4Testing9.0h41m3m13.2x

Aggregate Statistics

MetricValue
Total tasks4
Qualified-senior-equivalent hours88.0
Agent-session minutes239
Covered operator minutes16
Recorded tokens340,000
Aggregate execution leverage22.1x
Covered operator leverage330.0x

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.