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AI01 September 2026

Coding and testing

34 tasks. September 1, 2026 closed at 17.4x aggregate execution leverage across 1,099.5 qualified-senior-equivalent hours in 3,795 agent-session minutes. Covered operator leverage was 403.5x.

That is 27.5 qualified-senior-equivalent weeks. Task factors ranged from 5.0x to 53.3x. The largest project grouping contained 26 entries.

Task Log

#TaskSenior Est.Agent SessionOperatorFactor
1Testing88.0h99m3m53.3x
2Deployment55.0h62m4m53.2x
3[product] math pipeline round N: /findings run resolving 8 findings, several following up on round M's own code. Verified each reproducibly before changing anything, using the pipeline plus…36.0h41m3m52.7x
4resume-parser /findings run: verified and resolved 35 defects (31 from the owner's list, 4 discovered while verifying). Every finding reproduced with an executable probe before any fix; each fixed with a…60.0h94m3m38.3x
5Testing36.0h63m5m34.3x
6Testing32.0h64m3m30.0x
7/findings run on @[product]/activity-ui 2.9.0: verified and resolved six defects. V53 (P1) hintIndex was one value doing two jobs with different bounds, so a one-hint activity rendered nothing, a multi-hint…30.0h65m5m27.7x
8Documentation24.0h54m2m26.7x
9Fable-planned the Closing Round program for [product] math pipeline round Q: reproduced all 10 /findings against pinned KaTeX 0.16.47, mapped three root causes, designed a differential oracle +…14.0h32m6m26.2x
10[product] round-5 /findings run: verified all 11 owner-reported findings with executable probes, ranked by severity, and resolved 13 of 14 (3 more found en route). Three S0s: buyer isolation was fail-open and…42.0h97m5m26.0x
11Deployment38.0h93m2m24.5x
12Deployment34.0h87m4m23.4x
13Deployment28.0h77m3m21.8x
14Deployment26.0h72m5m21.7x
15notification-service /findings run: adversarially re-verified 15 pasted P1/P2 findings against current HEAD using a 35-agent parallel workflow (15 reproduce + 15 independent refute + 5 residual-gap attacks).…17.0h49m3m20.8x
16Documentation21.0h62m5m20.3x
17Audit and review8.0h25m3m19.2x
18Testing140.0h463m10m18.1x
19Documentation14.0h49m13m17.1x
20[product] /findings round 2: all 6 reported findings confirmed in real Chromium and fixed, each with regression tests observed failing first. G1 (S1) was a REGRESSION from the previous run: round 1 correctly…8.0h28m3m17.1x
21Resolve six verified findings in the [product] activities React component library17.0h69m0m14.8x
22[product] /findings run (seventeenth adversarial pass, V65-V71): verified six reported findings with failing tests before touching code, ranked by severity, fixed most-severe-first with one commit per…16.0h68m2m14.1x
23Testing9.0h41m3m13.2x
24Deployment7.0h32m4m13.1x
25Documentation20.0h99m8m12.1x
26/findings run on @[product]/subscribe-react (Stripe embedded checkout library) + core/[product]. Verified all 12 findings from an owner review with executable reproductions before touching code, ranked by…22.0h109m4m12.1x
27/findings run: verified and fixed all 11 findings from the deletion/storage integrity review of [product] + automation-account-deletion (client_record_id 773C2C59-8563-4FE1-8CD3-FA8E96D702A0). Four S0s:…44.0h230m3m11.5x
28Deployment100.0h533m25m11.3x
29[product] /findings: resolved 9 findings end to end (7 from an owner review + 2 found during the run). R1 (S0) cross-tab sign-out revoking a newer session — three sub-defects closed with a new origin-wide…34.0h207m8m9.9x
30Documentation9.0h55m5m9.8x
31Localize [product] JWT decoding and remove obsolete auth-client and bug-reporter package dependencies1.5h11m0m8.2x
32Testing34.0h300m6m6.8x
33Actuarial total-coverage corpus (corpora program, wave 17 — the queue's last row): resumed from the 2026-08-27 pause file, fanned out the 8-cluster skeleton (6c69e0a) under the standing 4-agent cap (prob 240,…22.0h209m1m6.3x
34[product] /findings run: resolved 4 findings in the shared @[product]/about-dialog React component. (1) Completed the modal's React event boundary — 19 leaking event props across families it already claimed…13.0h156m4m5.0x

Aggregate Statistics

MetricValue
Total tasks34
Qualified-senior-equivalent hours1,099.5
Agent-session minutes3,795
Covered operator minutes164
Recorded tokens13,420,609
Aggregate execution leverage17.4x
Covered operator leverage403.5x

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.