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Codex Usage Tracking for Engineering Teams

Updated 2026-07-19 · Codex usage tracking for teams

UseJunction observes Codex usage on enrolled developer devices so you can attribute activity, cost, and health alongside your other AI coding tools.

What UseJunction shows for Codex

Adoption: which developers and devices actively use Codex.

Models, tokens, estimated cost, latency, and failures attributed to people and teams.

Plan and seat context where subscription cycles apply—so utilization is visible before renewal.

How teams roll it out

Install UseJunction, enroll devices with the local agent, and keep existing developer workflows.

Privacy first—richer work detail is optional and can be turned off per person or team.

FAQ

Can I see Codex cost per developer?
Yes. UseJunction attributes estimated spend and usage so eng and finance leads can see where Codex activity concentrates.
Is this self-hosted?
Yes. UseJunction is available under the UseJunction Community License and designed to run on infrastructure you control.

Get started

Deploy open-source or start a Team trial.

Create organization

Related

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  • See Your Team’s AI Coding Insights and Tool Usage
  • UseJunction vs WakaTime
UseJunction

Open-source observability for AI coding tools. Self-hosted, open source, and built for teams that want context before control.

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