Bits AI Dev Agent

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Bits AI Dev Agent suggesting a fix for an IndexError in a Django app

Bits AI Dev Agent is a generative AI coding assistant that uses observability data to detect, diagnose, and fix high-impact issues in your code. It can open production-ready pull requests and iterates on fixes based on developer feedback.

Key capabilities

  • Opens GitHub pull requests with production-ready fixes when high-impact issues are detected.
  • Iterates on code in response to chat messages and review comments.
  • Provides a single view of Bits AI Dev Agent-generated pull requests; with filters for status, triggering product, and affected service.

Supported Datadog products

Bits AI Dev Agent is available for the following Datadog products:

ProductAvailabilityIssues Detected
Error TrackingPreviewCrashes, panics, exceptions, unhandled errors
Code SecurityPreviewSecurity issues in first-party code and open source dependencies
Continuous ProfilerPreviewCode-level performance issues
Test OptimizationPreviewFlaky tests

Setup

At this time, Bits AI Dev Agent supports GitHub only.

Enable the GitHub integration

To use Bits AI Dev Agent, you must install the GitHub integration. For full installation and configuration steps, see the GitHub integration guide.

To support core Bits AI Dev Agent functionality, the GitHub integration must be granted the following permissions:
  • Repository Permissions (Contents: Read & Write, Pull Requests: Read & Write)
  • Subscribe to Events (Push)
The Dev Agent can also iterate on PRs using CI logs to try and pass CI checks. This feature requires CI logs to be sent to Datadog and the Auto-commit feature to be enabled. The following permissions are required for this feature:
  • Repository Permissions (Checks: Read, Commit Statuses: Read Only)
  • Subscribe to Events (Check run, Check suite, Issue comment, Status)

Tag telemetry with service and version

Bits AI Dev Agent uses the service and version telemetry tags to match issues such as errors or vulnerabilities to the version of your code that was running at the time. To configure telemetry tagging, see the Tag your telemetry with Git information section of the Datadog Source Code Integration documentation.

Further reading

Más enlaces, artículos y documentación útiles:

Automatically identify issues and generate fixes with the Bits AI Dev AgentBLOG more more