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GuanZhengPM/README.md
Typing intro / 动态简介

Blog Beijing ex Z.ai Focus

LLM Product Manager · Agent Builder
I build coding agents, agent harnesses and local ASR — plus the tooling to evaluate and operate them.
大模型产品经理 · Agent Builder。方向：Coding Agent、Agent Harness、本地 ASR，以及配套的评测与运行工具。


🛠 What I'm Building · 正在做的项目

Agent Harness

Project What it does
longtime-agent
TypeScript		 Long-horizon coding-agent harness with durable state and evidence-gated completion.
长周期 Coding Agent Harness：持久状态 + 以证据为门槛的完成判定。
AAA-Agent
TypeScript		 A terminal coding agent built from scratch — adaptive routing, model-aware execution policies.
从零构建的终端 Coding Agent：自适应路由与模型感知的执行策略。
agent-merge
TypeScript		 Save-points, parallel timelines and failure bisection for agent work.
为 Agent 工作提供存档点、并行时间线与故障二分定位。
agent-learning-gate Evidence, scope and approval checks before an agent writes to durable memory.
Agent 写入长期记忆 / 规则 / Skill 前的证据、作用域与授权检查。

Speech · 语音

Project What it does
TurnAlign
Python		 Model-replaceable streaming ASR orchestration with timestamps and diarization.
可替换模型的流式 ASR 编排，带时间戳与说话人分离。
DayAudio Day-long recordings, processed locally: resumable ASR, speaker tracks, evidence-linked summaries.
全天录音本地批处理：可恢复 ASR、文件内说话人轨、证据关联摘要。

Writing · 写作

Project What it does
guanzhengpm.github.io Notes on agents, evaluation and LLM product work.
关于 Agent、评测与大模型产品的笔记。

🔥 Token Furnace · Token 使用记录

Cached token usage stats / Token 使用统计缓存

Public snapshot of my day-to-day AI-tool usage. Cost is the API list-price equivalent; actual usage runs on subscription plans. Cached hourly from tokscale.ai.
日常 AI 开发工具使用的公开记录。费用按 API 公开价格等值估算，实际基于订阅方案；每小时从 tokscale.ai 更新缓存。

🐍 Contributions · 贡献记录

Contribution snake / 贡献记录

Popular repositories Loading

  1. AAA-Agent AAA-Agent Public

    Terminal coding agent with adaptive routing, model-aware execution policies, and evidence-gated verification. Built with Bun + TypeScript.

    TypeScript 4 1

  2. longtime-agent longtime-agent Public

    Long-horizon coding agent harness with durable state and evidence-gated completion

    TypeScript 4 1

  3. guanzhengpm.github.io guanzhengpm.github.io Public

    个人博客 / Personal blog

    Python 2

  4. agent-merge agent-merge Public

    Harness-neutral multi-agent coding orchestration with Git worktrees, test-gated patch selection, repair rounds, and versioned session timelines.

    TypeScript 2

  5. TurnAlign TurnAlign Public

    Model-replaceable streaming ASR orchestration with timestamps and speaker diarization.

    Python 2 1

  6. GuanZhengPM GuanZhengPM Public

    2