I build infrastructure for intelligent systems that must keep working after the demo.
REMEMBER → REASON → COORDINATE → EXECUTE → VERIFY
I work where AI meets real systems: persistent memory, multi-agent orchestration, robotics, industrial automation, and verifiable execution.
我关心的不只是“让模型再多答一道题”，而是让智能系统在真实世界中长期运行： 记得住、协同好、执行稳、结果可验证。
| System concern | Project | What it does |
|---|---|---|
| Remember | GoodMemory | A durable, auditable memory layer for AI products and coding agents, with Codex / Claude Code integration, MCP access, local-first storage, and evidence-gated benchmark claims. |
| Reason together | Tachikoma | A research-alpha TypeScript multi-agent coding runtime exploring orchestrator-worker collaboration, authoritative task state, checkpoint/resume, MCP, isolated execution, and observability. |
| Coordinate | SwarmRoute MAPF | A .NET multi-robot path-planning simulator and reference engine using space-time reservations, liveness policies, SIPP, explicit non-convergence, and visual replay—not a production FMS. |
| Execute | OpenLineOps | An early-stage automation-line IDE/runtime exploring immutable release artifacts, device integration, flow orchestration, plugins, production execution, and traceability. |
| Verify | ProofAlpha | A paper-first prediction-market automation system for AI-assisted strategy discovery, self-improvement, risk-gated execution, audit evidence, and Arc contract settlement. |
Across these projects, the recurring problem is trust:
- memory should be inspectable, correctable, and deletable;
- agent execution should be isolated and observable;
- robot coordination should be reproducible and fail honestly;
- production should run from immutable releases with traceable evidence;
- autonomous strategies should be paper-first, gated, and auditable.
evidence over demos · explicit boundaries over hidden magic · safe defaults before autonomy
C# / .NET · TypeScript / Bun · React / Electron · Python · PostgreSQL · Solidity
MCP · DDD / Clean Architecture · event-driven systems · agent evaluation · MAPF / SIPP