Turning workflow friction into high-leverage AI systems.
“I believe the future of software isn't more code — it's taste, restraint, and verifiable leverage.”
I combine product instinct with rigorous systems engineering. Rather than chasing theoretical hype, I isolate repeatable friction in high-throughput workflows, build AI-native leverage, and package the evidence into legible, public artifacts.
Zero P0/P1 incidents maintained across owned business security systems
Claude Code internal architecture decompiled and open-sourced
First-author IEEE research in self-supervised few-shot segmentation
Shipped Systems & Public Proof
Digital Twin
Operating layerA file-first operating layer that turns my knowledge base into a working digital twin for research, writing, site updates, and continuous refinement.
Agent Scorecard
Evaluation layerA trace-first standard and CLI for judging whether an AI agent is worth more token budget, permissions, and autonomy in my real workflows.
Claude Code Sourcemap
Source research layerAn 8-chapter interactive tutorial deconstructing Claude Code's internal architecture from its leaked source map. Bilingual (中文 / English), free and open-source.
CLIProxyAPI
Model access layerA proxy server that exposes OpenAI/Gemini/Claude/Codex-compatible APIs for CLI and coding tools, with OAuth login, provider routing, and multi-account load balancing.
Engineering Disciplines
Agent Architecture
I.Designing tool-calling systems, trace evaluators (Agent Scorecard), and memory runtimes that earn higher autonomy.
AI-Native Quality Systems
II.Engineering release gates, knowledge-grounded test generation, and automated validation for high-concurrency gateways.
Digital Twin & Narrative
III.Converting personal vaults, obsidian knowledge, and coding heuristics into autonomous agents that publish verifiable proof.
Production Scale & Research
Leading E-commerce Company — Software Engineer
Chengdu University of Technology
B.S. Computer Science · National First Prize, China University Computer Game Competition; two Lanqiao Cup provincial awards
Selected Writings & Insights
Entropy, Leverage, and the Engineer's Choice
Most people drift through life on autopilot, operating on the 95% of unconscious routines. It’s the path of least resistance—it’s safe, it’s comfortable, and it
Daily Insights — 2026-06-29
Group dynamics as experience multiplier, serendipity engineering, and the reframe-from-exit principle
Weekly Insights — Week of 2026-06-22
从表层优化到系统构建：语言姿态、执行密度与环境工程的三阶认知升级