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AI25 June 2026

Mostly design and frontend

5 tasks. June 25, 2026 closed at 26.5x weighted leverage across 142.0 human-equivalent hours in 322 minutes of wall-clock time. Supervisory leverage came in at 473.3x.

That is 3.5 weeks of human-equivalent throughput in 5.4 hours. The ceiling was 29.1x; the floor was 10.0x. 2 of the 5 entries came from a single project.

Task Log

#TaskHuman Est.ClaudeSup.Factor
1Design and frontend120.0h247m5m29.1x
2Coding12.0h28m5m25.7x
3Audited all 73 AVIAN repos for stale docs and executed approved Tier 1+2 cleanup (logs/caches/backups/dups/checkpoints)5.0h20m3m15.0x
4Tier3 stale-doc cleanup (clients/services/docs/websites) + per-repo staging commits & pushes across 8 repos avoiding WIP contamination2.5h12m2m12.5x
5Design and frontend2.5h15m3m10.0x

Aggregate Statistics

MetricValue
Total tasks5
Total human-equivalent hours142.0
Total Claude minutes322
Total supervisory minutes18
Total tokens2,690,000
Weighted average leverage factor26.5x
Weighted average supervisory leverage factor473.3x
Human-equivalent weeks3.5

Analysis

The highest factor of the day came in at 29.1x and the lowest at 10.0x, a spread of 2.9 times between the two. That is a narrow range, which tends to happen when a day stays inside one kind of work.

The largest single entry accounted for 120.0 of the 142.0 human-equivalent hours, or 85 percent of the day. One task carrying that much of the total is worth noting; the average is doing less work than it appears to.

Supervisory time was 18 minutes against 322 minutes of execution, a ratio of about 1 to 18. Supervisory leverage of 473.3x is the figure I find most honest, because it measures the hours I actually spent rather than the hours a machine spent on my behalf.

Every figure here is recorded at the time the work is done rather than reconstructed afterwards. The human estimate is my own judgement and carries the uncertainty that implies; the minutes and tokens are measured. The full dataset, including this day, is available for download.