7 tasks. May 19, 2026 closed at 47.1x weighted leverage across 182.0 human-equivalent hours in 232 minutes of wall-clock time. Supervisory leverage came in at 574.7x.
That is 4.5 weeks of human-equivalent throughput in 3.9 hours. The ceiling was 166.2x; the floor was 4.8x. 5 of the 7 entries came from a single project.
Task Log
| # | Task | Human Est. | Claude | Sup. | Factor |
|---|---|---|---|---|---|
| 1 | Atlas Act I Phase 0 — Python orchestrator daemon (IPC, Opus agent, MCP bus, briefing, diagnostics, test) + Swift Command Bar app (NSPanel, Carbon hotkey, NWConnection IPC client, view-model, design tokens) +… | 36.0h | 13m | 1m | 166.2x |
| 2 | Atlas design rewrite — Metal+Rive visual stack (§21), Fleet Integration Matrix (§22), 32-phase plan (foundation + one feature per phase), 20 invented features mapped to phases and persisted to innovation log | 30.0h | 14m | 2m | 128.6x |
| 3 | Atlas Act I Phase 2 — 21-peer fleet registry + httpx-probing MCP bus + Haiku/rule-based classifier + PermissionGuard with TTL + fast/slow/confirm router + 8 slash commands + IPC fleet. + confirm. + Mac… | 36.0h | 17m | 1m | 127.1x |
| 4 | Atlas Act I Phase 3 — Visual Stack Foundation: AtlasRenderEnvironment singleton (Metal device + queue + library + DisplayLink + Rive factory + energy monitor + FramePacer), MetalLayerView NSViewRepresentable,… | 32.0h | 16m | 1m | 120.0x |
| 5 | Testing | 24.0h | 14m | 1m | 102.9x |
| 6 | Audit and review | 12.0h | 8m | 3m | 90.0x |
| 7 | Resume autopilot cascade: diagnose+fix start_student commit-order bug, fix runs.json parallel-sweep race, fix 5 pre-existing tests, run Azure+AWS+GCP+retry sweeps; final 35/39 cloud certs passed (AWS 13/13,… | 12.0h | 150m | 10m | 4.8x |
Aggregate Statistics
| Metric | Value |
|---|---|
| Total tasks | 7 |
| Total human-equivalent hours | 182.0 |
| Total Claude minutes | 232 |
| Total supervisory minutes | 19 |
| Total tokens | 1,433,000 |
| Weighted average leverage factor | 47.1x |
| Weighted average supervisory leverage factor | 574.7x |
| Human-equivalent weeks | 4.5 |
Analysis
The highest factor of the day came in at 166.2x and the lowest at 4.8x, a spread of 34.6 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 36.0 of the 182.0 human-equivalent hours, or 20 percent of the day. No single task dominated the total, so the weighted average is representative.
Supervisory time was 19 minutes against 232 minutes of execution, a ratio of about 1 to 12. Supervisory leverage of 574.7x 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.