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AI22 August 2026

Coding and debugging

9 tasks. August 22, 2026 closed at 7.5x aggregate execution leverage across 568.0 qualified-senior-equivalent hours in 4,545 agent-session minutes. Covered operator leverage was 757.3x.

That is 14.2 qualified-senior-equivalent weeks. Task factors ranged from 2.7x to 184.6x. The largest project grouping contained 4 entries.

Task Log

#TaskSenior Est.Agent SessionOperatorFactor
1Implement the Glidepath content-addressed media composition service and portable playback engine, including persistence, provider adapters, REST and MCP interfaces, observability UI, migrations,…120.0h39m1m184.6x
2Testing68.0h134m6m30.4x
3Testing24.0h55m15m26.2x
4Hero-image color-block defect: fleet-wide fix + reusable herokit toolkit40.0h109m0m22.0x
5[product] P2 close + P3 contracts/boundaries (4 Opus subagents); critical pre-commit gate defect found, fixed, proven92.0h417m0m13.2x
6Infrastructure28.0h146m5m11.5x
7[product] marketing-site overhaul: tabs, per-product counts, nav, Features restructure, Certs rewrite, [unreleased product]/Enterprise design system — shipped to prod34.0h195m0m10.5x
8Deployment16.0h150m3m6.4x
9Deployment146.0h3300m15m2.7x

Aggregate Statistics

MetricValue
Total tasks9
Qualified-senior-equivalent hours568.0
Agent-session minutes4,545
Covered operator minutes45
Recorded tokens0
Aggregate execution leverage7.5x
Covered operator leverage757.3x

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.