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JNHFlow21/README.md

AI Product Engineer

Building AI-native products with agents, harnesses, and tight feedback loops.

About

I build products, not just prototypes.

My work sits at the intersection of AI product development, agentic tooling, and automation systems. I care about clear goals, fast MVP convergence, strong verification loops, and turning ideas into products people can actually use.

What I Build

  • AI products for real workflows
  • agentic tooling for execution and repair
  • automation systems that reduce repeat work

How I Work

  • Humans define goals. AI executes.
  • Converge the MVP before building.
  • Use harnesses to control quality.
  • Verify before handoff.
  • Ship, learn, repair, repeat.

Current Focus

  • building AI-native products with clear user value
  • exploring harness-first agentic development
  • turning product ideas into testable MVPs fast

Recent Projects

GitHub Pulse

Working Model

My default operating model is simple:

humans steer, agents execute, harnesses control quality

Pinned Loading

  1. harness-first-agentic-development harness-first-agentic-development Public template

    AI-first framework and template repo for agentic engineering, AI coding workflows, and human-in-the-loop product development.

    1

  2. EchoWaveBot EchoWaveBot Public

    一个面向 Telegram 社群运营的自动化 Bot：入群验证/反机器人、邀请裂变、积分体系、积分商城、管理员多群广播与话题路由。

    Python

  3. ai-daily-skill ai-daily-skill Public

    每日推送24H内金融，科技，地缘政治，crypto的热点资讯，并ai讲解

    Python

  4. twitter-auto-poster-bot-using-gemini twitter-auto-poster-bot-using-gemini Public

    一个自动发推的bot，内容又gemini生成，全部使用官方的api接口，全免费，稳定运行，亲测不会封号

    JavaScript 2 2

  5. englearn englearn Public

    macOS app to practice English writing/thinking (spoken + formal) for AI/Web3 folks

    Swift