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AI31 August 2026

Testing and coding

28 tasks. August 31, 2026 closed at 11.2x aggregate execution leverage across 921.0 qualified-senior-equivalent hours in 4,953 agent-session minutes. Covered operator leverage was 343.2x.

That is 23.0 qualified-senior-equivalent weeks. Task factors ranged from 3.2x to 76.7x. The largest project grouping contained 24 entries.

Task Log

#TaskSenior Est.Agent SessionOperatorFactor
1Deployment78.0h61m10m76.7x
2/findings round-18 on [product]: verified and fixed all 7 findings from the follow-up review of the round-17 fixes (G1 balanced command grammar — star/bracket args, whitelisted single-letter commands,…24.0h33m2m43.6x
3/findings run 2 on notification-service: verified (4 by runtime probe) and resolved all 15 findings from the concurrency/state-machine review of the prior remediation — P1s: deferred-webhook/queued-resume…30.0h42m3m42.9x
4/findings round 2 on @[product]/activity-ui: resolved 10 findings (V15-V24) from a review gate against the just-shipped 2.7.0. All verified against source before any fix, ranked by severity rather than the…24.0h37m2m38.9x
5/findings round 2 on [product] (@[product]/about-dialog): verified 6/6 reviewer findings (focus-return-to-wrong-element reproduced via programmatic click; Escape leak + missing inert/scroll-lock reproduced;…12.0h19m6m37.9x
6Deployment16.0h26m2m36.9x
7Testing11.0h20m6m33.0x
8Testing40.0h89m3m27.0x
9/findings on @[product]/activity-ui: resolved 14 findings end to end — 12 from an adversarial Fable review of the shipped 2.6.0, plus 2 found during the run. All verified against source first, ranked by…28.0h64m2m26.2x
10Testing16.0h38m2m25.3x
11Infrastructure28.0h71m2m23.7x
12Infrastructure46.0h118m6m23.4x
13/findings round 2 on [product]: verified and fixed all 17 review findings plus 2 discovered en route — payment phase machine ending coupon/confirm races, stale-validation resurrection killed with…32.0h85m3m22.6x
14/findings run on @[product]/activity-ui ([product]): verified and resolved six defects in the client-resident deterministic verification engine and the audio primitive. V47 (P1) the symbolic activity inferred…24.0h71m4m20.3x
15/findings run on [product] math pipeline: verified and fixed all 8 owner-reported findings (L1-L8) — currency scanner preserving authored digit-leading $...$ math, non-overlap interval invariant + affix guard…20.0h60m3m20.0x
16/findings run on [product] (@[product]/about-dialog): verified 9/9 owner-reported findings real (require() empty-module repro, publint+attw, jsdom defect tests, bundle grep, npm audit), fixed all of them plus…10.0h31m5m19.4x
17[product] /findings round 5 — resolved 4 reported findings in the Markdown→unicode-math→KaTeX pipeline (src/lib/unicodeMath.ts), then found and resolved 4 more by adversarially probing the fixes: two-letter…14.0h45m2m18.7x
18/findings round 3 on @[product]/activity-ui: 11 findings resolved (V25-V34 from a review gate vs 2.7.0, plus 1 found during verification) — first round past the audio stack into the math and chart activities.…28.0h97m4m17.3x
19Testing38.0h175m6m13.0x
20Findings run 3 on notification-service: verified and resolved all 15 review findings (H1-H15) against the runs-1/2 hardening — migration 028 JSONB bind rewrite with frozen normalizer, identity-only…35.0h185m2m11.4x
21[product] /findings round 4: resolved all 18 owner findings (9 P1 cross-account/async-tail defects incl. receiving-tab state erasure, signOut revoking a newer account, offline-queue cross-account replay,…48.0h273m2m10.5x
22Infrastructure38.0h330m6m6.9x
23Formation program ([product]): manifold replication & HA correctness. Orchestrated a 6-phase, 27-task remediation closing all 17 findings (12 owner + 5 research) across the cross-instance replication…170.0h1535m12m6.6x
24Crosscheck program completion ([product]) — Phases 2-5, following the partial record dfe77014 which covered Phases 0-1. Resolved the R1 tripwire that had stopped the program (a prior-round test went red once…25.0h260m12m5.8x
25Four consecutive /findings rounds against @[product]/activity-ui (React 19 + TS component library, ~2,240 tests): ~44 review-gate findings verified against source before any fix, ranked by severity, and each…36.0h433m30m5.0x
26Clean Sweep — [product] erasure & deletion integrity program, orchestrated end to end. Eleven tasks across four phases in two repositories (core/[product], automations/automation-account-deletion), closing…28.0h380m6m4.4x
27Deployment18.0h300m15m3.6x
28Testing4.0h75m3m3.2x

Aggregate Statistics

MetricValue
Total tasks28
Qualified-senior-equivalent hours921.0
Agent-session minutes4,953
Covered operator minutes161
Recorded tokens2,484,000
Aggregate execution leverage11.2x
Covered operator leverage343.2x

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.