AI Library Upgrade

Lineai helps teams upgrade third‑party libraries in Java and .NET by:

• Detecting dependency version changes in pull requests
• Scanning upgraded libraries alongside your code to assess impacts
• Highlighting upgrade impacts in Change Requests
• Generating actionable upgrade tickets and AI‑assisted code changes
• Using build results to iteratively improve fixes

Use this section to set up, run, and monitor AI‑assisted library upgrades safely in your environment. Track open upgrade pull requests on the AI Workflow Status page in the Lineai UI.

What you’ll need

• Access to Lineai and agents
• A repository integrated with Lineai Change Requests
• CI/CD that triggers on pull requests (only necessary for complex builds that can’t be handled by the ticket implementor). See Git Environment Information: Sending Build Info.

How it works (at a glance)

1. Open a pull request that changes library versions in a supported ecosystem.
2. Lineai evaluates the change and performs targeted scans for the upgraded libraries.
3. Findings are surfaced in the existing Change Request UI.
4. AI generates tickets with concrete upgrade steps and can implement fixes.
5. Your CI/CD builds the result; failures can be fed back to improve the AI’s next attempt.