Glassbox Agent Harness
面向AI Agent 的飞行记录器与评测实验室,让每一次行动可观察,每一份上下文可追溯,每一次优化都有证据。
Lora · AI Agent developer · Xi'an, China
Open to talk构建一切,学习一切。
Agent systems, developer tools, build notes, and a few interests outside the workbench — all on one desk.
Selected Work
面向AI Agent 的飞行记录器与评测实验室,让每一次行动可观察,每一份上下文可追溯,每一次优化都有证据。
Agent Arena — 让 Agent 在真实任务中比赛、被裁判审查、留下证据、积累声誉的智能体竞技场。Real-task evaluation harness for LLM agents with judge review and reputation.
AI-native software engineering harness — 18 agents, 9 workflows, one closed loop: Issue → Worktree → Plan → Build → Review → Evidence → Merge → Memory.
Recent Writing
A deep dive into Vercel's filesystem-first Agent framework — architecture, API, deployment, and production adoption guide.
Read noteHow I built agents that execute, negotiate, and settle with Solidity contracts, Redis event streams, and graceful AI fallback.
Read noteA deep dive into architecture, core features, and problem solving strategies
Read noteNow
A project for turning real tasks and review into a clearer working loop.
Small tools that make building and collaborating easier.
Agent infrastructure, multimodal tooling, and clearer writing.
Outside the build log
Stories that stay with me
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Even if it costs my humanity, I want to see the truth of the Abyss.
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即使在最平凡的日子里,也有人在默默守护着你。
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夏日、超能力与摇摆不定的青春。
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新宿的夜、神枪手与危险委托交织成的都市浪漫。
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No one knows what the future holds; its potential is infinite.
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The world is merciless, and it is also very beautiful.
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Freedom is something that you need to actively acquire.
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Work hard and make the thing you wish for your reality.
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A tense study of justice, power, and consequence.
Learn more ↗从地底钻出自己的天空。
Learn more ↗有些旋律,会把青春重新点亮。
Learn more ↗Films, music, games & ideas
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Childhood codes, old friendships, and a doomsday mystery unfolding across decades.
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Hope is a good thing, maybe the best of things.
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Yutaka Yokokura — a luminous jazz-fusion and city-pop favorite.
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Digital scarcity, open networks, and programmable money.
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A Journey to the West reimagined.
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