DRAFT — UNSIGNED. Machine-generated from the evidence pack and machine-checked; no human has signed off yet — the final call is a person's.

PM Report — all — 2026-08-03 (last 7d)

Generated 2026-08-03T09:20:38-07:00 · 400 commits · 55 active sessions · evidence: datapack.json · every ⟦ref⟧ traces a claim to its source

HEADLINE

Seven days, 400 commits, four parallel programs — simulator, aerodynamics, language-learning app, and infrastructure — all advanced in the same sprint. The bottleneck is not capability; it is authorization throughput and a handful of open engineering calls that only Aaron can close.

SHIPPED

Flight Simulator — Fidelity & Flyability

Aerodynamics (CFD)

Mandarin Lab — Language Learning App

Infrastructure & Harness

IN FLIGHT

TOKEN SPEND — TYPE, SCALE, IMPACT

400 commits across 7 days represents sustained multi-lane parallel execution: simulator physics, CFD solves, app development, and infrastructure running concurrently. Output tokens (new reasoning, code, analysis) drove the substantive work — new physics fixes, the tone-scoring rebuild, the security audit, and the harness features. Cache tokens (re-reading stable context like hangar specs, runway data, and the sim's physics contracts) kept each lane orientated without re-deriving shared ground truth on every turn; in stakeholder terms, cache is the cost of continuity, output is the cost of progress. The dominant spend categories were the sim physics loop (multiple diagnosis-fix-verify cycles on windmill latch and map coverage), the Mandarin Lab pipeline rebuild, and CFD campaign management. ⟦d:commit_count_400_7day⟧

RISKS & OPEN CALLS

RECOMMENDATIONS

Sign-off: none yet — a report without a human signature is a draft, structurally.

PM Timeline — the long view

Generated 2026-08-03T20:48-07:00 · one lane per ACTIVE PROJECT, in the order they appear on akushnerphd.me — the project is the unit a manager reads, not the repository · bars = weekly activity intensity · signed report · unsigned draft. The signed-report series is the milestone record; initiation dates are each project's earliest activity in the lookback. Auto-committed coordination machinery is excluded from project accounting; unlisted work shows as its own muted lane so nothing is silently dropped.

Seat north star: Self-employed applied AI product developer and independent citizen scientist — The seat builds real AI products end-to-end alone — research, engineering, publication, deployment — and does original science outside an institution, publishing verifiable work. Productivity is measured against THAT job: did a product move toward being usable by someone else, and did a research claim become defensible? Volume of activity is not the metric; shipped capability and defensible findings are.

Altitude is automatic: a monthly window reports themes only; zoom by narrowing the window — the report is always one page.

General Research & Development Workbenchsince 2026-03-30
The AirPark Digital Twinsince 2026-05-29
Responsible AI Diffusionsince 2026-04-30
Provenance in the AI Agesince 2026-05-30
Demonstration Product: TeacherAwaresince 2026-06-21
The Citizen Scientist Exchangesince 2026-04-08
open-edsince 2026-07-27
The Bioengineering Machinesince 2026-06-03
Shopfront & Positioningsince 2026-05-12
Unlisted work (not on the active-project list)since 2026-03-30
— REPORTS —4 total
Report series (newest first):
  • 20260803 — all — 🟥 UNSIGNED draft — the document above
  • 20260727 — all — 🟩 SIGNED — Aaron Kushner
  • 20260720 — all — 🟩 SIGNED — Aaron Kushner
  • 20260713 — all — 🟩 SIGNED — Aaron Kushner

Demonstration document — standalone sample with illustrative signature states; not connected to a live report system.