Building systems that scale human potential.
— Build, automate, amplify.
Latest builds.
D365 Supply Chain AI Agent Simulation
A synthetic end-to-end distribution workflow shaped like a D365 transaction chain: order intake, ATP, purchase, split confirmation, receipt, quality release, delivery, invoice matching and cash. Seven exception scenarios and two end-to-end passes make the control logic testable rather than merely persuasive.
Supply Chain Planning Department
A governed multi-agent planning prototype: six specialist planners, a supervisor and an independent verifier, connected through seven callable workflows. A north star and task-by-task L0–L3 trust ladder make autonomy an earned operating decision rather than a product setting.
Local-First Supply Operations Toolkit
A public case study of two private local-first tools: an offline MRP calculator and a document-driven voyage and invoice review workflow. PDFs and spreadsheets stay on-device; the result is auditable; every ERP and external action remains with a human.
Supply Chain
- 01 D365 Supply Chain AI Agent Simulation A synthetic end-to-end distribution workflow shaped like a D365 transaction chain: order intake, ATP, purchase, split confirmation, receipt, quality release, delivery, invoice matching and cash. Seven exception scenarios and two end-to-end passes make the control logic testable rather than merely persuasive. SIM · 7 SCENARIOS · 27/27 REGRESSION ASSERTIONS · E2E V2 12/12 · 0 LIVE ERP WRITES 2026-07-19 LIVE →
- 02 Supply Chain Planning Department A governed multi-agent planning prototype: six specialist planners, a supervisor and an independent verifier, connected through seven callable workflows. A north star and task-by-task L0–L3 trust ladder make autonomy an earned operating decision rather than a product setting. PROTOTYPE · 8 AGENTS · 7 WORKFLOWS · 8 SKILL MODULES · L0→L3 TRUST LADDER 2026-07-19 LIVE →
- 03 Local-First Supply Operations Toolkit A public case study of two private local-first tools: an offline MRP calculator and a document-driven voyage and invoice review workflow. PDFs and spreadsheets stay on-device; the result is auditable; every ERP and external action remains with a human. CASE STUDY · 2 LOCAL TOOLS · PDF + XLSX IN · XLSX OUT · 0 ERP WRITES 2026-07-19 LIVE →
Investing
- 01 NZ Managed Funds Guide A deep-dive on PIE funds, FIF rules, and the 5 fund families worth knowing in 2026 — written in Chinese, for Chinese-speaking investors in NZ. 2026-06-24 LIVE →
- 02 BTC Live Dashboard A Bitcoin cycle-position board — miner shutdown price, 200-week moving average, MVRV, halving countdown, Fear & Greed — one page to see where BTC sits in its cycle. Embedded live tool I track (btc.x.fish); page notes in Chinese. 2026-05-29 LIVE →
- 03 ARK Theses Tracker Live notes on the disruption theses I am following — innovation, robotics, multi-omic, fintech. 2026-04-15 SOON →
AI Experiments
- 01 The Personal AI Fleet An org chart of agents running a one-person life — a chief of staff plus specialists (investing, personal brand, health, and the day-job planning stack) that draft the work while the human decides. 5 SPECIALIST CELLS · AGENTS DRAFT, HUMAN DECIDES 2026-06-04 LIVE →
- 02 Tennis Buddy A small Roland-Garros-themed match-log + hitting-partner app — one-person build, React 19 + Supabase + Vercel, shipped end-to-end. SOLO BUILD · 0 → PROD · REACT 19 + SUPABASE + VERCEL 2026-05-08 LIVE →
- 03 AI × Data Analysis Where AI meets the spreadsheet — vendor performance dashboards, on-chain flows, market structure. 2026-05-05 SOON →
Building agents into real workflows? Let's compare notes.
Everything on this page runs — most of it inside my own working week. I'm open to AI pilot collaborations, supply-chain agent problems, and demoing any of these builds at a meetup or on a call.