Improvements

An improvement is a proposed change based on production evidence. Auto Improve is the Voxmith workflow that investigates a finding, gathers repository context, prepares a change, and tracks its review and outcome.

Review improvements

Open Auto Improve in the Voxmith sidebar to inspect:

• The production finding that triggered the work.
• The baseline evidence and affected conversations.
• Investigation and implementation status.
• The repository branch or pull request when one was created.
• Outcome measurements available after deployment.

Treat generated changes like any other engineering contribution: review the diff, run the repository's tests, confirm security and data boundaries, and deploy through your normal process.

Next steps

• Conversations: review the production evidence behind a change.
• Alerts: continue monitoring after deployment.
• Events: compare production behavior after a change.