Is this a time tracker?

No. UseJunction is AI coding observability—tools, models, cost, plan utilization, and device health—not keystroke or hours-in-editor tracking.

Will developers need to change how they work?

No. They enroll a lightweight agent and keep using their existing tools. Visibility first; control-plane features are optional roadmap.

guide

See Your Team’s AI Coding Insights and Tool Usage

Updated 2026-07-19 · see my team's coding insights AI

UseJunction is open-source observability for AI coding tools. Enroll devices and you get org-wide insights: which tools and models developers use, estimated cost and latency, configuration health, and optional Signals work sessions—privacy first, with no keystroke surveillance.

Team coding insights, for the AI era

Classic time trackers answer “how long did someone code?” Platform teams now ask “which AI tools, models, and plans are in use—and are they healthy?”

UseJunction answers the second question with a shared operating picture across Cursor, Claude Code, Codex, Copilot, Ollama, and more.

What leaders see

Adoption and coverage: active developers, last seen, enrollment gaps.

Spend and performance: tokens, estimated cost, latency, and failures by person, tool, and model.

Configuration health: personal vs company keys, local runtimes, and quota pressure.

Signals (when enabled): how AI sits in real work sessions. Detail level is configurable and can be turned off.

Privacy posture

No network interception, browser capture, or MDM enforcement. Observation via a local agent reporting to your admin.

Self-host under the UseJunction Community License so data stays on infrastructure you control. Privacy first; richer work detail stays optional.

FAQ

Is this a time tracker?: No. UseJunction is AI coding observability—tools, models, cost, plan utilization, and device health—not keystroke or hours-in-editor tracking.
Will developers need to change how they work?: No. They enroll a lightweight agent and keep using their existing tools. Visibility first; control-plane features are optional roadmap.

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