36 tasks. July 27, 2026 closed at 21.5x weighted leverage across 811.5 human-equivalent hours in 2,261 minutes of wall-clock time. Supervisory leverage came in at 368.9x.
That is 20.3 weeks of human-equivalent throughput in 37.7 hours. The ceiling was 250.0x; the floor was 0.7x. 33 of the 36 entries came from a single project.
Task Log
| # | Task | Human Est. | Claude | Sup. | Factor |
|---|---|---|---|---|---|
| 1 | Documentation | 100.0h | 24m | 5m | 250.0x |
| 2 | Deployment | 26.0h | 23m | 3m | 67.8x |
| 3 | 12-defect AVIAN staging punch list across 6 repos: cross-vertical SSO, demo profile parity+reload, dashboard tour persistence, modal stacking, chart/card layout, cross-domain-transfer 404, assistant… | 110.0h | 110m | 7m | 60.0x |
| 4 | Deployment | 120.0h | 155m | 4m | 46.5x |
| 5 | Testing | 36.0h | 55m | 4m | 39.3x |
| 6 | Testing | 100.0h | 155m | 3m | 38.7x |
| 7 | TX source library: full TEKS (61 PDFs, ch110-130) + STAAR all grades/EOCs (108) + TTU K-12 catalog completion (190 new, 210 total) + state-grouped inbox restructure + gitignore fix, committed/pushed | 16.0h | 27m | 2m | 35.6x |
| 8 | Infrastructure | 34.0h | 82m | 4m | 24.9x |
| 9 | Top-5 TX district collections (Houston/Dallas/Cy-Fair/Northside/Katy, 6 parallel collectors) + Prosper completion + master 1208-district matrix from TAPR, committed/pushed | 14.0h | 35m | 2m | 24.0x |
| 10 | Wave B dispatch: 615 jobs across 4 families, per-item regen_kind + gate_job_id chaining discovered, fam4/fam5 coordinators built | 18.0h | 60m | 4m | 18.0x |
| 11 | Staging punch list: 21 owner-reported defects — web app (18 UI/UX fixes incl. session-machine expiry rework, viewer revert, K12 verbiage, sim drawer/completion), avian-api scenario timeout fix, activity-ui… | 20.0h | 73m | 10m | 16.4x |
| 12 | ISACA CISA KG-cap investigation: bimodal distribution proof, 8-domain comparison, verdict KEEP no resynthesis | 6.0h | 22m | 3m | 16.4x |
| 13 | German AP registry row repair: backfill re-run ruled out as history-corrupting, code-derived targeted UPDATE w/ optimistic concurrency, registry-completeness check spec | 3.0h | 11m | 3m | 16.4x |
| 14 | Close all annotation gaps to 100% across avian-engine + avian-api (91 real gaps, 29 files); exclude protobuf codegen; find+fix silently-broken SOC2 audit logging with 5 regression tests | 14.0h | 52m | 3m | 16.2x |
| 15 | Six new repair actions across [engine subsystem]+[engine subsystem] (goal_similarity, gw reconcile, glossary merge, topic_area, flashcard bounds, pair-row reconcile) + 104 tests + 2 design docs | 28.0h | 115m | 10m | 14.6x |
| 16 | Keller ISD YAG completion (all 7 workbooks, 95 tabs) + 138 CTE learning plans + Carroll ISD (Southlake) APG collection, committed/pushed | 5.0h | 21m | 1m | 14.3x |
| 17 | Infrastructure | 7.0h | 30m | 3m | 14.0x |
| 18 | Remove [ip-cluster] from supporting-services (superseded by [ip-cluster]) + fix dashboard services.json envsubst defect + containerize codex frontend (nginx static, npm ci, auth-disabled) and add… | 4.0h | 18m | 2m | 13.3x |
| 19 | Plano ISD collection (HS catalog + online-surface mapping) + Prosper ISD incidental pickup, committed/pushed | 2.0h | 9m | 1m | 13.3x |
| 20 | Coding | 8.0h | 37m | 1m | 13.0x |
| 21 | Testing | 13.0h | 65m | 3m | 12.0x |
| 22 | Testing | 4.0h | 20m | 1m | 12.0x |
| 23 | Testing | 2.5h | 13m | 2m | 11.5x |
| 24 | Audit and review | 16.0h | 85m | 6m | 11.3x |
| 25 | Follow-ups 1+3: [engine subsystem] failed-status honesty fix (subprocess exit + errored-flag mapping + 7 tests + stale registry test repin) and [ip-cluster] lesson slicing end-to-end (engine mastery-annotated… | 10.0h | 55m | 2m | 10.9x |
| 26 | Five [engine subsystem] hub bug fixes: planner repair-mode + regen-kind ordering + same-goal fallback + waive-sacrosanct upserts + restamp routing w/ param injection | 8.0h | 50m | 5m | 9.6x |
| 27 | Testing | 1.5h | 10m | 1m | 9.0x |
| 28 | Deployment | 50.0h | 355m | 5m | 8.5x |
| 29 | Infrastructure | 11.0h | 85m | 3m | 7.8x |
| 30 | Pre-Algebra spec graft revert: taxonomy restored to live-package form, resolver_key + subscription_group bugs fixed, hub spec-caching discovered | 4.0h | 35m | 10m | 6.9x |
| 31 | Staging live-verification audit: root-caused + fixed Sign In button (TopNav icon-sizer specificity), browser-automation sweep of all 21 punch-list items on staging-k12 (logged-out + logged-in), found… | 5.0h | 45m | 2m | 6.7x |
| 32 | Multi-instance [engine subsystem] worker scripts: --instance/--all/--dry-run, FDA+bash-3.2 preserved, sandbox-tested kill logic, live workers untouched | 3.0h | 28m | 3m | 6.4x |
| 33 | Embedder adapter worker-killer fix: unwired lmstudio_url env default root-caused across 2 repos, forced [model] routing + bounded batching, 16 regression tests | 6.0h | 65m | 6m | 5.5x |
| 34 | audit_specs null-tier crash fix + IB Global Politics spec repair + pre-commit regression gate | 3.5h | 38m | 3m | 5.5x |
| 35 | Debugging | 1.0h | 18m | 2m | 3.3x |
| 36 | L5 continuation: 402/402 goal-linkage dispatch, 5 domains verified 50/50 clean, fleet worker-stall diagnosed via disciplined polling | 2.0h | 180m | 3m | 0.7x |
Aggregate Statistics
| Metric | Value |
|---|---|
| Total tasks | 36 |
| Total human-equivalent hours | 811.5 |
| Total Claude minutes | 2,261 |
| Total supervisory minutes | 132 |
| Total tokens | 22,666,000 |
| Weighted average leverage factor | 21.5x |
| Weighted average supervisory leverage factor | 368.9x |
| Human-equivalent weeks | 20.3 |
Analysis
The highest factor of the day came in at 250.0x and the lowest at 0.7x, a spread of 375.0 times between the two. That is a wide range for a single day, and it usually means the day mixed mechanical work with work that needed real judgement.
The largest single entry accounted for 100.0 of the 811.5 human-equivalent hours, or 12 percent of the day. No single task dominated the total, so the weighted average is representative.
Supervisory time was 132 minutes against 2,261 minutes of execution, a ratio of about 1 to 17. Supervisory leverage of 368.9x is the figure I find most honest, because it measures the hours I actually spent rather than the hours a machine spent on my behalf.
Every figure here is recorded at the time the work is done rather than reconstructed afterwards. The human estimate is my own judgement and carries the uncertainty that implies; the minutes and tokens are measured. The full dataset, including this day, is available for download.