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AI26 February 2026

Coding and documentation

21 tasks. February 26, 2026 closed at 46.3x weighted leverage across 249.5 human-equivalent hours in 323 minutes of wall-clock time. Supervisory leverage came in at 172.1x.

That is 6.2 weeks of human-equivalent throughput in 5.4 hours. The ceiling was 200.0x; the floor was 10.0x. 18 of the 21 entries came from a single project.

Task Log

#TaskHuman Est.ClaudeSup.Factor
1Create [ip]-diagrammer: FLO syntax + Mermaid translator + [ip-office] SVG renderer (78 diagrams)40.0h12m8m200.0x
2Server-side [scoring model] + Dashboard focus areas (engine+demo)40.0h15m8m160.0x
3avian-demo MCQ + Practice Exam + RingForge + [scoring model] scoring + Dashboard (7 phases 24 files)40.0h25m8m96.0x
4Behavioral progress rings + 3 new activity modes (flashcard/timed-recall/drag-drop)16.0h12m5m80.0x
5AccelaStudy AI infrastructure design document (30KB architecture spec)8.0h10m4m48.0x
6avian-demo: fix blank screen bugs + onboarding flow + data-testid attrs + 11 Playwright E2E specs + ErrorBoundary8.0h14m4m34.3x
7Design and frontend16.0h30m5m32.0x
8AWS RDS and Aurora cost optimization strategies article (3500 words 9 tables 2 diagrams)8.0h15m4m32.0x
9Real-time messaging protocols deep-dive article (3530 words 8 tables 2 diagrams)8.0h15m4m32.0x
10CAP theorem and consistency models deep-dive article (4500 words 9 tables 2 diagrams)8.0h15m4m32.0x
11Fix all reference numeral mismatches in Apps J & K diagrams + spec text fixes4.0h8m3m30.0x
12avian-demo persistence + calibration randomize + change log + font fix + LAN server4.0h8m3m30.0x
13Wire distractor types + dynamic feedback + header title + footer + [scoring model] modal6.0h12m3m30.0x
14Full light mode CSS overrides across 7 files + default light4.0h8m3m30.0x
15Target-aware arrow routing with side entry + MANIFOLD scale fix12.0h25m4m28.8x
16Theme toggle implementation + dev server restart1.5h4m2m22.5x
17[ip]-diagrammer layout engine: min arrow gap + layer center alignment + chain re-alignment + README update8.0h25m4m19.2x
18Documentation8.0h25m4m19.2x
19Fix diagonal edge segments with orthogonalization pass (13c)2.0h8m2m15.0x
20Layout alignment rules + README docs ([ip]-diagrammer)6.0h25m3m14.4x
21Auto-load domain packages at engine startup + fix npz key mismatch2.0h12m2m10.0x

Aggregate Statistics

MetricValue
Total tasks21
Total human-equivalent hours249.5
Total Claude minutes323
Total supervisory minutes87
Total tokens1,782,500
Weighted average leverage factor46.3x
Weighted average supervisory leverage factor172.1x
Human-equivalent weeks6.2

Analysis

The highest factor of the day came in at 200.0x and the lowest at 10.0x, a spread of 20.0 times between the two. That is a wide range for a single day, and it usually means the day mixed mechanical work with work that needed real judgement.

The largest single entry accounted for 40.0 of the 249.5 human-equivalent hours, or 16 percent of the day. No single task dominated the total, so the weighted average is representative.

Supervisory time was 87 minutes against 323 minutes of execution, a ratio of about 1 to 4. Supervisory leverage of 172.1x 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.