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AI13 August 2026

Infrastructure and debugging

38 tasks. August 13, 2026 closed at 11.0x aggregate execution leverage across 855.5 qualified-senior-equivalent hours in 4,646 agent-session minutes. Covered operator leverage was 366.6x.

That is 21.4 qualified-senior-equivalent weeks. Task factors ranged from 3.6x to 42.0x. The largest project grouping contained 31 entries.

Task Log

#TaskSenior Est.Agent SessionOperatorFactor
1Progression reader-UX punch list: 88px full-width chapter bar with silver/brass plates, book rail rebuilt in Contents format, Keep pill viewport-clamped + endnote collection hardened with live data-*…28.0h40m3m42.0x
2[ip-cluster] P2 engine runtime + P3 web surfaces: 11 tasks via 7-way parallel worktree fan-out against a frozen cross-repo contract (RefresherConfig, staleness scorer, contradiction capture, composition…120.0h243m8m29.6x
3charlessieg.com instrument-template rebuild: 12 templates + SCSS design system, books page with 3 Replicate-generated covers + typographic compositing, context-specific post subtitles, regenerated all 157…75.0h180m12m25.0x
4Progression book site: manuscript editorial repair (endnote apparatus across 66 files, 16 back-half chapters rewritten to prose, retitle Inevitable->Progression), silver/gold steampunk rebuild + procedural…120.0h303m12m23.8x
5Progression round 2: mobile-fit via icon nav + in-box table scroll, self-hosted Google Sans Flex (surfaced a never-imported _fonts.scss — site had shipped zero @font-face), home Get Started, untruncated…22.0h62m4m21.3x
6WP-6.1 e2e scenario debt: 98 scenarios authored; strict-e2e ratchet enforced 9 categories; reachability audit → 15 defect cards; both repos merged20.0h57m2m21.1x
7WP-5.7 Core AI spike: engine signal + SDK ground-truth; GO-LATER verdict with distillation path + [ip] boundary; card filed3.5h10m1m21.0x
8Audit and review20.0h58m6m20.7x
9[product] WP-2.1 Today-first Dashboard rebuild (web-parity IA + 3 latent-defect fixes)14.0h58m1m14.5x
10[product] WP-3.4 autopilot/Afterburner/Convoy + exam remediation18.0h79m1m13.7x
11WP-6.4 reachability lint: type-ref graph + phase-trigger analysis; 8-case corpus validated; 3 new defects; web marker gaps fixed; all gates green16.0h84m2m11.4x
12WP-5.3 widgets + Live Activity + Control Center: extension target embedded; App Group; DI exam timer; N+1 recipe; 3 beta-concurrency fixes; 40 tests; merge16.0h87m2m11.0x
13WP-5.6 session recap + MBA scaffold: grounded streamed recap + share card; real inert downloader extension; 60 tests; merge12.0h66m2m10.9x
14[product] WP-2.3 Position Fix + Direct-To focus (focus rail + focus/placement bus events)12.0h66m1m10.9x
15[product] WP-2.5 Review Queue + bell (9+ cap) + Practice hub11.0h67m1m9.9x
16WP-5.2 on-device flashcard gen: multimodal iOS27 finding; My-cards deck + practice view; credit-unreachability lint; 41 tests; merge14.0h87m2m9.7x
17[product] WP-2.2 Course-detail 5-tab (fold+delete 3 standalone views, study-plan+exam-tips)14.0h90m1m9.3x
18WP-6.2 i18n completion: 480 keys × 3 locales to 100%; coverage+placeholder lint tests; 11 pre-existing placeholder fixes; 5 cards; merge12.0h78m2m9.2x
19WP-5.1 on-device explain-simpler: SDK-verified streaming service + seam; 2 surfaces; live rephrase proven; 19 tests; i18n; merge10.0h67m2m9.0x
20WP-5.5 grounded companion: 4 state-snapshot tools; hardware-proven tool-calling; personas; grounding chips; 51 tests; merge12.0h83m2m8.7x
21WP-4.2 APNs client half: per-config aps-environment across 4 targets; auth triggers; idempotent register/unregister; 20 tests; ASC push-capability fix; merge8.0h58m2m8.3x
22WP-3.3 case-study grading E2E + domain glossary: engine POST wiring; outcome seam; orphaned phase fix; 23 tests; merge — closes Phase 39.0h68m2m7.9x
23Refactoring40.0h310m14m7.7x
24WP-5.0 Xcode 27 + Liquid Glass migration: SDK raise at 755/755 parity; Swift 6.4 semantic fix; deprecations header-verified; design-system audit (zero changes); toolchain pin + beta lane constraint; merge16.0h125m3m7.7x
25[product] WP-2.6 Profile/Settings parity (MFA enrollment + activity-prefs + CrossDomain decode fix + a11y fixes)12.0h95m1m7.6x
26WP-6.3 bug reporter: allowlisted FAB (web-parity gate); fixed everyone-visible report icon; 16 tests; merge6.0h52m2m6.9x
27[product] WP-3.5 onboarding resume-upload fix (real endpoint + auto-bug-file)5.0h44m1m6.8x
28App-Store prep Test Prep + AP/IB: bundle ids w/ SIWA-primary via API; AASA 4 ids; SSM v4 + [product] deploy; new AP target (configs/icons/scheme/registry/tests)5.0h45m2m6.7x
29WP-4.3 event-bus parity audit: 27-type map vs Python source; 2 gaps wired; compiler-exhaustive enum refactor; 16 tests; cross-repo drift found+carded; merge5.0h45m2m6.7x
30WP-5.4 Siri/App Intents/Spotlight: schema ground-truth; 3 entities+3 intents via routing bridge; beta daemon bug found+carded; 59 tests; merge14.0h128m2m6.6x
31Infrastructure101.0h1012m25m6.0x
32[product] Certs TestFlight ship: pipeline+archive+ASC bundle-id debug/rename; SIWA prod infra (SSM v3 + [product]:39 + AASA); unit-only commit gate; parity program restart7.0h72m4m5.8x
33Debugging14.0h145m6m5.8x
34WP-3.6 offline credit queue: resume stopped worktree; verify inherited diff vs web parity; 15 regression tests; merge10.0h105m2m5.7x
35[product] WP-3.1 engine-driven interaction formats (5 kinds to live dispatch + 2 bug fixes)14.0h169m1m5.0x
36[product] WP-2.4 Progress hub + Timeline + Concept Biography (fail-soft to empty)10.0h146m1m4.1x
37[product] WP-3.2 question-bank parity audit + silent-failure fix4.0h62m1m3.9x
38WP-3.7 labs hand-off: resume stopped worktree; verify vs web routes/hosts; 11 URL tests; merge6.0h100m2m3.6x

Aggregate Statistics

MetricValue
Total tasks38
Qualified-senior-equivalent hours855.5
Agent-session minutes4,646
Covered operator minutes140
Recorded tokens31,741,000
Aggregate execution leverage11.0x
Covered operator leverage366.6x

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.