thinkthinkingthinkthinking.ai
rednote
WeChat
中文

AI Product Builder · ZenMux.ai Co-Founder

THINKTHINKING

Ideas Worth Spreading

I.

Work

  1. ZenMuxZenMuxZenMux · the LLM insurance companyProduct Lead · Co-Founder | 2025 —4 protocols unified · global mainstream providers · ~2M content views · ~$100k attributable conversion

    Designed the “LLM insurance company” from zero to one: unified OpenAI / Anthropic / Gemini protocols, provider routing, automatic failover, fallback models, observability and billing — call insurance and high availability for agent and AI-coding workloads.

  2. TboxAnt GroupAnt Group · Tbox agent platformProduct Lead | 2025 —agent dev platform · build / orchestrate / debug / publish

    Owned the agent development platform for Tbox (百宝箱): developer-facing agent building and orchestration, the end-to-end flow from create and debug to publish — so developers can compose and iterate agents efficiently on Tbox.

  3. AgentOSAgentOSenterprise agent platformProduct Lead · Co-Founder | 2023 — 20259 major releases · 20+ enterprise/gov customers · 100+ industry skills · 20+ industry agents

    Proposed “Copilot design facing Autopilot”; led the end-to-end architecture — agent lifecycle, control/LLM/skill engines, XUI, task flows, knowledge base and data engine; ran an ~30-person R&D team across complex enterprise and government scenarios.

  4. BaiduBaiduPaddlePaddle · developer platform & open sourceAI Product Manager | 2022 — 2023PaddleDetection 10k+ stars · GitHub Trending multiple times · 1000+ enterprise POC leads

    Owned AI Studio LLM products and the PaddleX pipeline tooling; ran the PaddleDetection / Paddle3D open-source ecosystem — shipped RT-DETR and PP-YOLOE+, grew a 10k-developer community, launched ERNIE Bot applications.

  5. CATLCATLCATL · perception algorithms to mass productionAutonomous Driving Algorithm Engineer | 2018 — 2022LKA / AEB on-vehicle · wireless BMS in production · V2G pilot stations

    Built visual perception for autonomous driving (2D/3D detection, tracking, lane finding), deployed on Xavier via TensorRT with on-vehicle delivery; designed the wireless-BMS frequency-hopping architecture into mass production; drove V2G products and national standards.

II.

Research

  1. Who Are You?model identity & cross-vendor identity confusion16 vendors · 27 models · 10 languages · 29,700 answers
  2. Token Economicsthe DeepSeek execution line — how a price anchor rewrites the model marketbuilt on real ZenMux traffic · anchored to DeepSeek pricing
  3. Agent HarnessModel + Harness = Agent — Copilot design facing Autopilottracking ~400 agent papers / projects / products
  4. Super IndividualAI-native organizations & the super individual — how small teams shipContext + Claude Code + MCP + Skills · ~10-person AI-native team practiceField notes · ongoing
III.

Products

  1. ZenMux.aithe LLM insurance company — every top model behind one API, insurance includedunified protocols · provider routing · automatic failover · observable billing
  2. ZenMux Arenaopen model research — real questions answered with real datawho-are-you · token-economics · token-deals
IV.

Open Source

V.

Writing

  1. 2026.06The DeepSeek Execution Line — what happens when every “Eastern model” is priced like DeepSeek?WeChat blog · in Chinese
  2. 2026.06We spent $1,000 asking 27 models from 16 vendors, 29,700 times: who are you?WeChat blog · in Chinese
  3. 2023.12AgentOS — Copilot design facing AutopilotWeChat blog · in Chinese