Ming FangAI Agent Architect
Sydney · Get in touch
Lessons from shipping AI products.
Ten years in enterprise systems. Now building ForgeLingo and consulting on privacy-sensitive AI. The writing here is drawn from my records of AI-assisted sessions.
3,450 AI-assisted sessions · May–Oct 2026
Each dot is one dated session, building or research, logged as it happened. Brighter dots have a full retrospective; most are raw logs or stubs. How the records are kept
Writing
Featured deep dive
We Researched Every LLM Eval Tool So You Don't Have To
We compared LangFuse, Braintrust, and Datadog for LLM eval. Here's what we chose and a 3-stage guide to build your own eval pipeline in one week.
17 May 2026
Multi-agent systems
Parallel agents, coordination overhead, and what it costs.
AI in professional services
Accounting and audit work, from the side that builds the systems.
Agent tooling
Skills, MCP servers, and the agent setup I run myself.
- How I Organized 100+ OpenClaw Skills Across 5 Directories (And What Finally Worked)07 Mar 2026
- MCP's Successor Isn't A2A—It's Skills27 Feb 2026
- Context7 MCP + Cursor Rules: Smarter AI Coding Guide (2026)25 May 2025
- Playwright MCP: AI‑Powered Browser Automation Guide (2026)10 May 2025
- Build MCP Servers Fast: 5 Steps with FastMCP in Python (2026)01 May 2025
Latest
My OpenClaw Multi‑Agent Workflow: From One AI to a Full TeamHow I use OpenClaw to run parallel AI agents, 90+ skills, 6 real workflows, and copy-paste prompts you can use today.19 Mar 2026The Complete Guide to Agent Configuration: How I Built a Self‑Optimizing Workspace for My AI AgentMost people treat AI agents like chatbots because their workspace files are broken. Here's how to fix that — with real before/after examples from a day of restructuring my own agent's configuration.17 Mar 2026How I Made My Vercel Site 3‑8x Faster in China for $6/MonthA practical guide to speeding up Vercel sites for Chinese users using a Hong Kong VPS, Nginx reverse proxy, and Route 53 geolocation routing. No ICP filing required.16 Mar 2026Building AI With AI: A Real‑World Multi‑Agent Workflow in One DayWhat happens when you run three parallel research threads through a personal AI agent for 8 hours? Four practical insights on non-blocking conversations, smart routing, trust protocols, and context switching — from a real working session.15 Mar 2026How I Organized 100+ OpenClaw Skills Across 5 Directories (And What Finally Worked)A real-world guide to managing AI agent skills at scale. Learn the warehouse-and-shelf pattern with symlinks, avoid the extraDirs trap, and keep your OpenClaw skills organized with a simple registry system.07 Mar 2026Base44 Deep Dive: Feasibility Analysis for Accounting FirmsA systematic evaluation of Base44 for accounting practice scenarios. Detailed analysis of product capabilities, limitations, pricing structure, compliance considerations, and applicability across business scenarios. Based on 36 verified AU/NZ industry sources.05 Mar 2026Shipped work
product · Beta
ForgeLingoInterpreting practice with AI semantic and pronunciation scoring.
EdTech · Founder · Light Tune
[ Case study · Client ]
Multilingual Audio PlatformDiarization → transcription → LLM validation pipeline.
Speech AI · Architect & builder
[ Case study · Client ]
Privacy-Compliant ChatbotAWS Bedrock chatbot architecture under AU/NZ privacy law.
Enterprise AI · Architect
venture · Former
Tendor.aiReads 200–500 page tenders and auto-fills the response.
GovTech · Former co-founder
→ reads on this site · ↗ opens externally
Agent skills
01Skills I use every day
crew-contract
Main agent keeps judgment; subagents execute; reviewer gates.
- ai-agents
- multi-agent
- orchestration
1 star on GitHubJavaScript
research-pro
Finds what's missing, investigates, reports what holds and what stays uncertain.
- research
- web-search
Python
paged-report
Self-contained HTML client reports from structured data, with A4 print styles.
- html
- report-generation
2 stars on GitHubPython
hermes-time-awareness
Tells Hermes Agent the current time and how long you were away.
- hooks
- llm
- time
02More skills
03Tools
Small utilities I wrote. Not agent skills.
04Forks
Upstream projects I keep forks of. Credit goes to their authors.
Range
ForgeLingo
LedProduct · Design · Frontend · Backend · AI / LLM · Infra · GTM
Multilingual Audio Platform
LedProduct · Frontend · Backend · AI / LLM · Infra
AlsoDesign
Privacy-Compliant Chatbot
LedBackend · AI / LLM · Infra
AlsoProduct · Frontend
Tendor.ai
LedProduct · Frontend · Backend · AI / LLM
AlsoDesign · Infra · GTM
| Project | Product | Design | Frontend | Backend | AI / LLM | Infra | GTM |
|---|---|---|---|---|---|---|---|
| ForgeLingo | |||||||
| Multilingual Audio Platform | |||||||
| Privacy-Compliant Chatbot | |||||||
| Tendor.ai |
Led Contributed Not involved
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