Agentic feature flagging

Coding agents mean you can ship more code, faster. But with agent-created code comes risk and merge conflicts. This example workflow shows you how to mitigate those—going from issue to release with agentic feature flagging.

1. Assign issue to agent

Feature stages in Bucket
Feature stages in BucketFeature stages in Bucket
Write a feature spec and task a coding agent like Cursor, Claude, or Copilot to handle it.

2. Flag with Reflag agent

Feature stages in Bucket
Feature stages in BucketFeature stages in Bucket
Provide the coding agent with a flag key or let the agent create the flag automatically with Reflag’s MCP or CLI

3. Review and merge

Feature stages in Bucket
The agent publishes a Pull Request for you to review. Once merged, it’s deployed to production.

4. Rollout without risk

Feature stages in Bucket
Using Reflag, gradually rollout the feature to ensure it works as intended.
Keep your team in sync with flag updates in Linear or Slack. Read more

5. Reflag agent cleans up

Feature stages in Bucket
Feature stages in BucketFeature stages in Bucket
When rolled out to everyone, Reflag creates a PR removing the obsolete flag code and archives the flag automatically.
Reflag is agent-ready and slots perfectly into an autonomous coding agent workflow. Read blog post
“Our industry is ready for a fresh AI-native take on feature flags, and that’s Reflag.”

Kenneth Auchenberg

Stripe, Microsoft