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Former OpenAI Engineer Details Slack Reliance, Scaling Strains and Meta Talent War

A new blog post reveals how tripled headcount collapsed messaging channels, fueled talent competition with Meta, highlighted safety measures

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Overview

  • Calvin French-Owen published a detailed blog post after leaving OpenAI in June, offering a first-hand account of working there during a year of explosive growth.
  • He describes an all-Slack communication model that generated constant notifications and left employees with virtually no email.
  • Rapid headcount expansion from 1,000 to 3,000 employees caused broken reporting structures, overlapping projects and duplicated engineering efforts.
  • A cross-functional team endured a sleepless seven-week sprint to build and launch the Codex coding assistant under intense deadline pressure.
  • Meta’s aggressive recruitment tactics and million-dollar signing bonuses are intensifying a high-stakes battle for AI engineering talent.