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GuanZhengPM/README.md
Typing intro / 动态简介

Blog Google Scholar Beijing ex Z.ai Focus

🛠 What I'm Building · 正在做的项目

ProjectWhat it does
Agent Harness
looongtime-agent A harness for long-horizon coding tasks. Task state is durable and survives interruption; completion is judged on execution evidence, not the model's own report.
面向长程任务的 Coding Agent Harness。任务状态持久化,中断后可恢复;完成与否以执行证据判定,而非模型自述。
AAA-Agent A terminal coding agent built from scratch. Routes models by task, adapts execution policy to model capability, and verifies its output before handing it back.
从零构建的终端 Coding Agent。按任务路由模型,执行策略随模型能力调整,产出经验证后再交付。
agent-merge Multi-agent orchestration with version control for agent sessions. Workers run in isolated Git worktrees, patches are selected by test results, failed attempts go to a repair round, and every attempt is retained as a traceable timeline.
多 Agent 编排与会话版本控制。多个 Agent 在独立 Git worktree 中并行处理同一任务,以测试结果筛选补丁,失败的进入修复轮;全部尝试留存为可回溯的时间线。
agent-learning-gate Governs what an agent learns. Checks evidence and scope before anything is written to memory, rules or skills, and records rejected approaches so a new session does not retry a path already ruled out.
管控 Agent 的长期学习。写入记忆、规则或 Skill 前校验证据与作用域,避免把一次性反馈固化为长期指令;同时留存被否决的方案,防止新会话重复已淘汰的路径。
Speech · 语音
TurnAlign Streaming ASR orchestration with timestamps and speaker diarization. The underlying recognition model is replaceable.
流式 ASR 编排,输出带时间戳与说话人分离结果,底层识别模型可替换。
DayAudio Local transcription for day-long recordings. Resumable, speaker-aware, and every line of the summary is linked back to its position in the audio.
全天录音的本地转写。支持断点续跑与说话人识别,摘要中每条结论均关联到原始音频位置。
Writing · 写作
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

Popular repositories Loading

  1. AAA-Agent AAA-Agent Public

    Terminal coding agent built from scratch — routes models by task, adapts execution policy to model capability, and verifies its output before handing it back

    TypeScript 4 1

  2. looongtime-agent looongtime-agent Public

    Harness for long-horizon coding tasks — durable task state, recovery after interruption, and completion judged on execution evidence rather than the model's own report

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

    Notes on agents, evaluation and LLM product work / 关于 Agent、评测与大模型产品的笔记

    Python 2

  4. agent-merge agent-merge Public

    Multi-agent orchestration with version control for agent sessions — isolated Git worktrees, test-gated patch selection, repair rounds, and a traceable timeline of every attempt

    TypeScript 2

  5. TurnAlign TurnAlign Public

    Streaming ASR orchestration with timestamps and speaker diarization; the underlying recognition model is replaceable

    Python 2 1

  6. GuanZhengPM GuanZhengPM Public

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