# Issue Analysis

Kodesage can be integrating with with platforms like Jira or Redmine, and will help developer teams with production support by providing automatic recommendations to resolve issues.

Our Auto-comment feature is integrated into the development workflow to enhance issue resolution. By automatically posting comments, it provides context and actionable guidance drawn from the affected codebase sections.

**Issue analysis process**&#x20;

* The Ticket Synchronization step syncs with the ticketing system to retrieve the latest ticket data.&#x20;
* The LLM Analysis step then utilizes a Large Language Model to analyze the tickets and associated code changes.&#x20;
* In the Contextual Comment Generation step, the LLM crafts comments that encapsulate the impact on the codebase (affected files) and suggests steps for implementation.&#x20;
* In the Auto Commenting step these comments are automatically posted on the relevant issue ticket, ensuring updated and informed ticket handling.&#x20;

**Gettin started with Issue Analysis**

When you navigting to Issues, you will see the list of ticketing systems that have already been synced with Kodesage. By selecting a specific system, you will see the list of tickets listed in Kodesage.

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Once the auto-commenting feature has been enabled, Kodesage will automatically leave fix suggestions in your tickets in the relevant system like Jira.

<figure><img src="https://1498950825-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F8qhVWzMLXcYl3WBsXBHs%2Fuploads%2FUdJKTHOxgpTMsQbXRhuo%2FXnapper-2025-01-29-18.17.54.png?alt=media&#x26;token=bac8f806-5102-48bd-8757-b507a13a4e02" alt=""><figcaption></figcaption></figure>
