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AI05 September 2026

Audit and review and coding

15 tasks. September 5, 2026 closed at 16.0x aggregate execution leverage across 409.0 qualified-senior-equivalent hours in 1,533 agent-session minutes. Covered operator leverage was 791.6x.

That is 10.2 qualified-senior-equivalent weeks. Task factors ranged from 5.2x to 51.9x. The largest project grouping contained 9 entries.

Task Log

#TaskSenior Est.Agent SessionOperatorFactor
1Documentation32.0h37m2m51.9x
2Create an editable [product] AI customer demo in React and Remotion, with a walkthrough, hero, product cutdowns, captions, narration, and archive masters32.0h65m0m29.4x
3Implemented final notification-service production-readiness corrections: generalized account-deletion fencing across all user-keyed writers, serialized schedule patch validation, and coordinated webhook…8.0h17m1m28.2x
4Reaudit and remediate [product] checkout: occurrence-dated cash ledger, durable course delivery, exhaustive Arabic localization, financial outcomes, collection dates, operational alerts, and repeated source…48.0h103m0m28.0x
5Review and remediate failed refund obligations, paid checkout recovery, verified billing alerts, product localization, and route presentation across four [product] repositories40.0h110m0m21.9x
6Reaudit and repair [product] checkout ownership, account-scoped recovery, refund and dispute accounting, committed billing notifications, and Arabic checkout integration.24.0h69m1m20.9x
7Implement all five notification-service reaudit fixes: generation-fence web-push side effects, preserve targeting dependency failures in schedule accounting, aggregate reclaimed tick outcomes, version…18.0h53m1m20.4x
8Resolve all [product] code-quality and correctness audit findings, harden async and realtime state boundaries, and verify the complete application45.0h140m1m19.3x
9Resolve 26 correctness and code-quality findings across [product] [product] and supporting [product] purchase contracts. Admin commit [sha]; API commit [sha]. Work covered billing, durable review workflows,…48.0h179m1m16.1x
10Fix [product] audit findings across [product] and [product]: make retired-checkout refund failures durable, separate refund obligations from processor retries, add audited operator classification, and close…12.0h47m1m15.5x
11Build an interactive Boyle law lesson with guided narration, a draggable piston, prediction feedback, and two voices in English and Spanish.8.0h32m0m14.8x
12Create a first residential concept with editable CAD, a furnished Blender model, and an animated review tour.24.0h106m0m13.6x
13Testing34.0h179m10m11.4x
14Deployment16.0h166m3m5.8x
15[ip-cluster] [content generation] factory, SAT-first night run (2026-09-04 9:40 PM → 2026-09-05 1:30 AM CDT): made every content write path keep a package promotable (shared manifest restamp across the action…20.0h230m10m5.2x

Aggregate Statistics

MetricValue
Total tasks15
Qualified-senior-equivalent hours409.0
Agent-session minutes1,533
Covered operator minutes31
Recorded tokens0
Aggregate execution leverage16.0x
Covered operator leverage791.6x

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.