AI tools

Track AI coding tool adoption, activity, impact, and agent usage in Swarmia.

Swarmia's AI tools pages help you connect AI coding tools, track adoption and activity, and understand how AI-assisted work moves through your engineering system.

Get started

• Set up AI coding tool integrations for GitHub Copilot, Cursor, and Claude Code.

• Understand the impact of AI tools with a practical guide for measuring adoption, productivity, agent usage, and developer sentiment.

Feature pages

• AI adoption: Track licenses, active users, idle seats, and adoption across teams.

• AI activity:

  • GitHub Copilot activity: Understand Copilot usage across features, models, editors, and programming languages.

  • Cursor activity: See how teams use Cursor across tab completions, agent, chat, and cmd+k.

  • Claude Code activity: Track Claude Code usage and action acceptance patterns.

• AI impact: Compare how pull requests assisted, created, or reviewed by different AI tools perform across throughput, cycle time, review time, and batch size.

• Cloud agents: Analyze pull requests created by AI agents running in the cloud.

• Review agents: See which AI agents review your pull requests and how much code they cover.

• AI tool detection & filters: Learn how Swarmia detects AI tool usage and how to filter AI-assisted work.