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Codex

Connect Codex and Windmill to track AI coding agent adoption and usage

What is Codex?

Codex is OpenAI’s autonomous coding agent that handles coding tasks across threads and sessions. Engineering teams use Codex for code generation, refactoring, and task automation through ChatGPT and IDE integrations.

How Windmill Uses Your Codex Integration

Windmill connects to Codex’s Enterprise Analytics API to track AI coding agent adoption:

  • Thread and turn tracking to see how engineers are using Codex for autonomous coding tasks
  • Token and credit consumption to understand usage depth and patterns across the team
  • Client surface breakdown showing where Codex is used—ChatGPT, IDE integrations, or other clients
  • Per-engineer attribution so usage is automatically tied to the right team members

Windy turns Codex analytics into actionable stats for performance reviews and 1:1s—without accessing any code, prompts, or conversations.

Benefits of the Windmill Codex Integration

Track AI coding adoption automatically. See which engineers are using Codex, how deeply they’re engaging, and where they’re using it—without asking anyone to self-report.

Data-driven coaching on AI workflows. Managers get visibility into Codex usage patterns to help teams adopt AI coding tools more effectively and identify engineers who could benefit from enablement.

Performance reviews that capture AI-powered work. Codex usage data ensures reviews reflect how engineers are leveraging AI tools to ship faster, not just traditional commit metrics.

Privacy-first analytics. Windmill only reads aggregate usage counts—never code, prompts, or conversation content. Stats follow the manager hierarchy so peers can’t see each other’s data.