Bing Chen

Bing Chen

Funder at Teckwaves

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Tastemaker
Tastemaker

Maker History

  • AI Pipeline
    AI PipelineTurn requirements into reviewed pull requests with AI
    Sep 2026
  • 🎉
    Joined Product HuntSeptember 14th, 2026

Forums

How should teams control AI coding agents before they start coding?

AI coding agents are becoming very capable, but I think the bigger challenge for engineering teams is control rather than raw coding ability.

A developer can give an agent a task and let it start coding immediately, but in a real engineering process there are usually several steps first:

Requirement Planning Scope Review Human Approval Implementation Pull Request

This is one of the main ideas behind AI Pipeline.

1d ago

AI Pipeline - Turn requirements into reviewed pull requests with AI

AI Pipeline brings AI coding agents into a controlled engineering workflow. Turn a client or product request into an AI-generated plan, review and approve the scope, then let agents implement the work and create a pull request. Reusable Skills help teams consistently apply documentation, testing, security, architecture and engineering standards across every task.
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