38 tasks. March 4, 2026 closed at 61.1x weighted leverage across 632.0 human-equivalent hours in 621 minutes of wall-clock time. Supervisory leverage came in at 254.5x.
That is 15.8 weeks of human-equivalent throughput in 10.3 hours. The ceiling was 480.0x; the floor was 6.9x. 17 of the 38 entries came from a single project.
Task Log
| # | Task | Human Est. | Claude | Sup. | Factor |
|---|---|---|---|---|---|
| 1 | Cloud-U-L8r expansion: 8 new services + 9 fixes + integration tests + sample project (continuation session) | 120.0h | 15m | 12m | 480.0x |
| 2 | [ip-cluster] Phase 8-10 (changeset system + analytics + settings + command palette + final integration) | 120.0h | 40m | 12m | 180.0x |
| 3 | Nimbus Portfolio Enhancements 8-phase implementation (KIPP backend+frontend; Nimbus chatbot+MCP+skill; Skyline backend+frontend+CloudTrail) | 120.0h | 55m | 12m | 130.9x |
| 4 | eye-am IAM/STS emulator service (6 files store/server/tests/dockerfile/main/gomod) | 8.0h | 4m | 4m | 120.0x |
| 5 | [ip-cluster] design spec (8 pages: dashboard + domain detail + [content generation] control + [engine subsystem] + spec authoring + analytics + WebSocket arch + 6 phases) | 24.0h | 12m | 5m | 120.0x |
| 6 | Build eff-why-ah Firehose emulator service (6 files) | 4.0h | 3m | 3m | 80.0x |
| 7 | Build eee-see-arr (ECR emulator) service for Cloud-U-L8r | 4.0h | 3m | 3m | 80.0x |
| 8 | Build kin-eh-sis Kinesis Data Streams emulator (6 files) | 4.0h | 3m | 3m | 80.0x |
| 9 | [ip] diagram fixes: diamond back-edge straightening + font size floor (smallest-text threshold) + 83-diagram validation sweep | 10.0h | 9m | 4m | 66.7x |
| 10 | Create KIPP React frontend page components (Login Dashboard Chat ConversationHistory Analytics) | 4.0h | 4m | 3m | 60.0x |
| 11 | Documentation overhaul + [ip] pipeline migration for beautiful-mermaid fork | 8.0h | 8m | 4m | 60.0x |
| 12 | Chalkboard entity with dynamic chalk text rendering + PBR wood textures + photorealistic surface layers | 12.0h | 15m | 4m | 48.0x |
| 13 | Skyline backend expansion: routes + MCP server + requirements | 3.0h | 4m | 2m | 45.0x |
| 14 | Enterprise chatbot article + demo repo: 4000-word architecture article with React/FastAPI/WebSocket demo app (32 files) + image gen + AI detection + staging deploy | 40.0h | 55m | 8m | 43.6x |
| 15 | Certification exam research across 14 vendors (~495 exams) + create persistent tracking file in memory/certification_exams.md | 16.0h | 25m | 5m | 38.4x |
| 16 | Fix 4 layout regressions in beautiful-mermaid (centering/de-overlap/label width/diamond/back-edge) | 16.0h | 25m | 5m | 38.4x |
| 17 | beautiful-mermaid rendering patches: diamond equalization + dogleg straightening + group alignment + page centering + regression tests (7 tests 25 assertions) | 28.0h | 45m | 5m | 37.3x |
| 18 | Skyline manager layer + auth helpers (5 files 908 lines) | 3.0h | 5m | 2m | 36.0x |
| 19 | Skyline CloudTrail real-time update components (SQS poller + app integration + Terraform) | 1.5h | 3m | 2m | 30.0x |
| 20 | Skyline database layer (13 files: models/data_access/alembic) | 3.0h | 6m | 2m | 30.0x |
| 21 | Rewrite 5 Skyline frontend page components with full implementations | 4.0h | 8m | 3m | 30.0x |
| 22 | Create KIPP React frontend core files (11 files) | 4.0h | 8m | 3m | 30.0x |
| 23 | Skyline React frontend scaffolding - 23 files 2715 LOC | 4.0h | 8m | 3m | 30.0x |
| 24 | KIPP React frontend chat components (7 files + CSS) | 4.0h | 8m | 3m | 30.0x |
| 25 | ElevenLabs streaming TTS rewrite + section-scoped audio + AudioPlayer streaming + auto-advance (15 files across 5 repos) | 20.0h | 45m | 5m | 26.7x |
| 26 | visionOS library immersive environment with HDRI skybox and button glass removal | 6.0h | 15m | 3m | 24.0x |
| 27 | TTS config debugging + in-memory L1 lesson cache + Redis L2 hookup + DOM nesting fix (5 files across 2 repos) | 6.0h | 15m | 3m | 24.0x |
| 28 | Create unit tests for KIPP and Nimbus backends (26 new tests + fix 3 model bugs) | 2.0h | 6m | 2m | 20.0x |
| 29 | Moderation app outcome filter tabs: ReviewSession tabs + CSS + PackageList navigation + backend sort (4 files) | 3.0h | 10m | 2m | 18.0x |
| 30 | Rerun-escalated feature: rerun_escalated_on_package function + --rerun-escalated CLI flag + main restructure (run_[engine subsystem].py) | 4.0h | 15m | 3m | 16.0x |
| 31 | Generalize rerun_on_package + --rerun-rejected CLI + fix spec parse crash (run_[engine subsystem].py refactor) | 2.0h | 8m | 2m | 15.0x |
| 32 | Fix MODEL_PRICING bugs (missing opus-4-6 key + wrong Opus 4.5/4.6 prices) + cumulative stage_meta bug in --all mode (2 bugs 2 files) | 3.0h | 12m | 2m | 15.0x |
| 33 | KIPP auth gate + cache fix + 5 chatbot themes across 3 apps | 6.0h | 25m | 3m | 14.4x |
| 34 | Regenerate 85 [ip] figure PDFs + update beautiful-mermaid docs (README/CHANGELOG/LAYOUT-RULES) for 2 new passes | 3.0h | 14m | 2m | 12.9x |
| 35 | Full content audit: em dashes + en dashes + double dashes across all articles/posts/pages/templates | 5.0h | 25m | 3m | 12.0x |
| 36 | Draft-article skill update: added image generation phase and post-deploy staging verification phase | 1.5h | 10m | 2m | 9.0x |
| 37 | March 3 leverage record post: CSV parsing + sanitization + post creation + staging deploy | 2.0h | 15m | 2m | 8.0x |
| 38 | [model] Imagen 4.0 Ultra: 5 thematic article images generated + deployed to articles | 4.0h | 35m | 3m | 6.9x |
Aggregate Statistics
| Metric | Value |
|---|---|
| Total tasks | 38 |
| Total human-equivalent hours | 632.0 |
| Total Claude minutes | 621 |
| Total supervisory minutes | 149 |
| Total tokens | 3,075,500 |
| Weighted average leverage factor | 61.1x |
| Weighted average supervisory leverage factor | 254.5x |
| Human-equivalent weeks | 15.8 |
Analysis
The highest factor of the day came in at 480.0x and the lowest at 6.9x, a spread of 70.0 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 120.0 of the 632.0 human-equivalent hours, or 19 percent of the day. No single task dominated the total, so the weighted average is representative.
Supervisory time was 149 minutes against 621 minutes of execution, a ratio of about 1 to 4. Supervisory leverage of 254.5x 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.