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An agent pipeline that turns a call transcript into merged code

  • agents
  • orchestration
  • review

An agent pipeline that turns a call transcript into merged code

I built a pipeline that carries a recorded call all the way to merged code: transcript parsing with a guard against speech-recognition inventions, decomposition into tasks, test-driven implementation, then review in several independent passes along different axes.

The interesting part is not the speed but the catch rate: more than half the tasks came back from reviewers with real defects — an open redirect, two counter races, an intersection observer leak.

Largest run: eighteen tasks, twelve commits, six hundred fifty-six tests.