How to bring your software delivery workflow into GitHub with agent apps

GitHub agent apps integrate third-party services into GitHub workflows, allowing developers to gather product, security, rollout, and operational information without switching tools while working on issues and pull requests. In an example involving making a team-invite onboarding step optional, an Amplitude agent identifies that the step supports retention for team users but not solo users, prompting a targeted redesign; an Endor Labs agent reviews changed dependencies for vulnerabilities and package risks; a LaunchDarkly agent creates and wires a feature flag with controlled rollout targeting; and a PagerDuty agent assesses deployment risk using active incidents and historical service data. These agents use GitHub’s Copilot cloud-agent platform and can be invoked through issue assignments, pull request comments, or repository Agent tabs, while retaining human approval for actions such as production targeting. Available through the GitHub Marketplace, the initial collection also includes integrations for migration planning, visual collaboration, security testing, code quality, and deployment troubleshooting.

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