For Managers

Turn AI coding adoption into measurable impact.

Diff gives you cross-tool observability into how teams use coding agents and what drives quality, speed, and risk.

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Org-wide AI observability

Track usage, effectiveness, and trends across tools, teams, and projects.

Outcome correlation

Identify which practices and configurations correlate with stronger outcomes.

Configuration posture

See where teams diverge on prompts, permissions, hooks, and MCP access.

Actionable improvement levers

Move from dashboards to practical recommendations teams can adopt quickly.