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AI15 August 2026

Mostly testing

18 tasks. August 15, 2026 closed at 33.1x aggregate execution leverage across 1,251.5 qualified-senior-equivalent hours in 2,266 agent-session minutes. Covered operator leverage was 774.1x.

That is 31.3 qualified-senior-equivalent weeks. Task factors ranged from 2.2x to 106.0x. The largest project grouping contained 13 entries.

Task Log

#TaskSenior Est.Agent SessionOperatorFactor
1I3 launch-six language fan-out: 6 total-coverage corpora authored+merged (German 406/Japanese 425/Italian 385/French 402/Mandarin 414/Turkish 377 leaves, exam-formats web-verified) + AP-2027 reconciliation…500.0h283m2m106.0x
2Fable-planned the mermaid-rebuild program for libs/beautiful-mermaid: rewrote the four docs against measured reality, authored a 10-phase 44-task gated plan, durable state file with resume protocol,…16.0h14m2m68.6x
3Documentation28.0h27m2m62.2x
4I3 template phase: Spanish+English total-coverage corpora (591 leaves) + canonical concept lists (8352 vocab/1045 verbs) + pedagogy review, TOEFL-2026 rebuild, concept alignment + gap remediation (7 Fable…340.0h345m10m59.1x
5Audit and review30.0h35m4m51.4x
6Deployment90.0h187m8m28.9x
7[product] iOS coverage & DI sub-program planned at Fable grade (ship P12.T1 via /fable-planner): ground-truth research (card, baseline provenance, per-directory LOC sweep, singleton/protocol/seam census,…16.0h38m2m25.3x
8Proving Flights program planning (fable-planner): pause-file resume, routing-gate repair (28 stale assertions across 8 test files to owner-ruled values, 200 green), routing recommit relaunch, program…14.0h35m2m24.0x
9Audit and review6.0h20m2m18.0x
10Infrastructure32.0h120m10m16.0x
11[product] iOS Coverage & DI Program: C0 (coverage pipeline + baseline v2 + seeded floor trials + checkpoint re-derivation) and C1 (4 DI seams, fixture library, 4 money assertions, card 5e762665 closed); found…36.0h139m10m15.5x
12[product] iOS: 5% breadth coverage pass across 4 batches taking overall 12.12->27.62%; split ApertureInteractions (14,379 lines/85 types) and AppState (2,097/234 members), both verified pure moves; found and…40.0h200m15m12.0x
13Deployment19.5h112m8m10.4x
14Documentation6.0h35m2m10.3x
15[product] iOS Coverage Program C2 wave 1 (two parallel Sonnet campaigns), salvage after both agents died to a session limit, merge+verify to 12.12%/1450 tests, then TestFlight build 3 built, uploaded,…28.0h180m4m9.3x
16Deployment32.0h240m8m8.0x
17Audit and review12.0h91m1m7.9x
18Deployment6.0h165m5m2.2x

Aggregate Statistics

MetricValue
Total tasks18
Qualified-senior-equivalent hours1,251.5
Agent-session minutes2,266
Covered operator minutes97
Recorded tokens21,188,000
Aggregate execution leverage33.1x
Covered operator leverage774.1x

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.