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AI28 August 2026

Coding and infrastructure

23 tasks. August 28, 2026 closed at 14.1x aggregate execution leverage across 352.0 qualified-senior-equivalent hours in 1,498 agent-session minutes. Covered operator leverage was 352.0x.

That is 8.8 qualified-senior-equivalent weeks. Task factors ranged from 4.0x to 51.4x. The largest project grouping contained 18 entries.

Task Log

#TaskSenior Est.Agent SessionOperatorFactor
1[product] /findings run 3: resolved 17 findings (16 reported + 1 found in the gate). All 16 reproduced; six were regressions from the two earlier runs the same day. Two left a canvas BLANK, not stale: the…24.0h28m3m51.4x
2Deployment26.0h33m3m47.3x
3[product] /findings run 4 — resolved 10 findings (9 reported + 1 discovered) end to end, each with a regression test observed failing first. S1: stale button-initiated audio play() promise flipping a…24.0h39m3m36.9x
4Infrastructure27.0h49m3m33.1x
5Documentation22.0h56m3m23.6x
6Testing34.0h98m4m20.8x
7@[product]/activity-ui sixth-pass /findings run: 6 reported findings resolved plus 4 found during the work, each with a regression test observed failing first. Four P1 session/telemetry races: a REST 401 held…19.0h60m4m19.0x
8Deployment11.0h39m3m16.9x
9Deployment9.0h37m0m14.6x
10Deployment11.0h47m0m14.0x
11Fixed a P1 where a misconfigured OPTIONAL dependency could fail every learner answer before grading. get_product is called as an ARGUMENT to the service call in submit_answer and to spawn_background in…5.0h23m0m13.0x
12Testing5.0h23m0m13.0x
13Card-execution round on [product] (owner: "need to do those cards and this one: 9ba3ecc8"). W2 / card 9ba3ecc8 (high, part 3 of 3 of the live cross-device activity timeline): built the web consumer —…6.0h33m2m10.9x
14Deployment26.0h143m4m10.9x
15Deployment7.0h39m0m10.8x
16/findings round 4 on [product] — the owner's sixth-pass review of the Clearance remediation: 1 P2 + 1 P3, both fixed with regression tests observed failing first. G1 (P2, gate reliability):…3.5h20m2m10.5x
17Testing54.0h371m8m8.7x
18[product] /findings run: 3 owner findings verified by mutation and fixed, plus 4 uncovered along the way. F1 (S2): the rest_gateway split's citation guard joined all exemption reasons and required one match…10.0h71m3m8.5x
19Testing3.0h22m2m8.2x
20[product] /findings round 2: 6 review findings verified and fixed, plus 3 uncovered in-run; 5 of the 6 were regressions from round 1. R1 (S1, not mine): reset_engine_context cleared only _context, leaving two…9.0h75m4m7.2x
21[product] /findings run: verified and resolved 11 findings (8 in [product] incl. broken production build, cross-account live-row leak, dead enrollment realtime wire, course filter vs production events,…14.0h158m7m5.3x
22/findings round 6 on [product] — the owner's eighth-pass review: 2 P3 findings in the two guards added the day before, both fixed with tests observed failing first. E1: the parity parser's tuple regex…1.5h19m1m4.7x
23Testing1.0h15m1m4.0x

Aggregate Statistics

MetricValue
Total tasks23
Qualified-senior-equivalent hours352.0
Agent-session minutes1,498
Covered operator minutes60
Recorded tokens4,789,498
Aggregate execution leverage14.1x
Covered operator leverage352.0x

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.