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AI25 August 2026

Mostly coding

21 tasks. August 25, 2026 closed at 55.6x aggregate execution leverage across 1,084.0 qualified-senior-equivalent hours in 1,169 agent-session minutes. Covered operator leverage was 448.6x.

That is 27.1 qualified-senior-equivalent weeks. Task factors ranged from 7.3x to 300.0x. The largest project grouping contained 11 entries.

Task Log

#TaskSenior Est.Agent SessionOperatorFactor
1Content production120.0h24m8m300.0x
2Testing120.0h24m5m300.0x
3Testing120.0h36m10m200.0x
4Documentation40.0h24m3m100.0x
5Deployment40.0h27m1m88.9x
6Deployment40.0h31m2m77.4x
7Deployment52.0h46m12m67.8x
8Deployment40.0h36m1m66.7x
9Documentation40.0h36m3m66.7x
10Testing40.0h37m3m64.9x
11Content production40.0h43m3m55.8x
12Deployment40.0h45m3m53.3x
13Deployment40.0h45m3m53.3x
14Deployment54.0h63m13m51.4x
15Critical Path — the [product] AI Business vertical plan (vertical-plans program, line 6 of 18). client_record_id: f279cad6-43b6-4b33-bd05-948a2659d0b0. Three research agents (local grounding on the 2026-08-24…40.0h58m2m41.4x
16Testing36.0h54m12m40.0x
17Debugging52.0h83m14m37.6x
18Documentation40.0h66m3m36.4x
19Testing42.0h148m16m17.0x
20Deployment34.0h128m14m15.9x
21Deployment14.0h115m14m7.3x

Aggregate Statistics

MetricValue
Total tasks21
Qualified-senior-equivalent hours1,084.0
Agent-session minutes1,169
Covered operator minutes145
Recorded tokens0
Aggregate execution leverage55.6x
Covered operator leverage448.6x

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.