> For the complete documentation index, see [llms.txt](https://developer.harness.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://developer.harness.io/ai-dlc-insights/3.0/readme.md).

# AI DLC Insights Documentation

AI DLC Insights gives engineering leaders a unified view of AI adoption, spend efficiency, and delivery impact across coding agents, teams, and workflows. Track how AI-generated work moves through the development lifecycle, and understand whether your AI investment is helping your teams ship better software faster.

![AI DLC Insights onboarding illustration](/files/CiiKTPbbtDQ7i5FNYs8Q)

Go to the [AI DLC Insights release notes](/release-notes/ai-dlc-insights.md) to review what shipped recently.

### Get Started

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td><strong>Overview of AI DLC Insights</strong></td><td>Learn about AI DLC Insights and start onboarding.</td><td><a href="/pages/cZnE9RrnUQVDFhOMyCe7">/pages/cZnE9RrnUQVDFhOMyCe7</a></td></tr><tr><td><strong>Key Concepts</strong></td><td>Learn the core concepts that power AI DLC Insights.</td><td><a href="/pages/bv27SiIMGxXHXcWtqDuo">/pages/bv27SiIMGxXHXcWtqDuo</a></td></tr><tr><td><strong>Role-Based Access Control (RBAC)</strong></td><td>Manage permissions and access control for AI DLC Insights user roles.</td><td><a href="/pages/yF7MaLSUuI5RGFMA5elq">/pages/yF7MaLSUuI5RGFMA5elq</a></td></tr></tbody></table>

### Set Up AI DLC Insights

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td><strong>Deploy the AI DLC Agent</strong></td><td>Deploy the AI DLC Agent to capture AI engineering activity across your development workflows.</td><td><a href="/pages/OSEG9dAs9JFEYAnIrIEo">/pages/OSEG9dAs9JFEYAnIrIEo</a></td></tr><tr><td><strong>Configure Integrations</strong></td><td>Connect your issue trackers, source control, and CI/CD tools to aggregate engineering data.</td><td><a href="/pages/KsD6hTuHQKUd4ZeyVpqw">/pages/KsD6hTuHQKUd4ZeyVpqw</a></td></tr><tr><td><strong>Set Up Org Trees</strong></td><td>Organize teams and reporting structures for engineering visibility.</td><td><a href="/pages/FC0ZxlpSXhqQlt8JcYc7">/pages/FC0ZxlpSXhqQlt8JcYc7</a></td></tr><tr><td><strong>Set Up Teams</strong></td><td>Create and manage teams to organize engineering data and reporting.</td><td><a href="/pages/AJNw4PRA4lkcf6vK7oTI">/pages/AJNw4PRA4lkcf6vK7oTI</a></td></tr></tbody></table>

### View AI DLC Insights

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td><strong>AI Engineering</strong></td><td>Track AI coding agent adoption, output, cost efficiency, and delivery impact.</td><td><a href="/pages/YxorrfLWeOuhE34xSJwE">/pages/YxorrfLWeOuhE34xSJwE</a></td></tr><tr><td><strong>Engineering Efficiency</strong></td><td>Measure DORA metrics, sprint performance, and delivery efficiency.</td><td><a href="/pages/tGqYwu1OJYpMB8LqEddl">/pages/tGqYwu1OJYpMB8LqEddl</a></td></tr><tr><td><strong>Developer Productivity</strong></td><td>Measure developer productivity across teams and workflows.</td><td><a href="/pages/taJRvxYXtTqR49no6L8y">/pages/taJRvxYXtTqR49no6L8y</a></td></tr><tr><td><strong>Business Alignment</strong></td><td>Understand how engineering initiatives contribute to business outcomes.</td><td><a href="/pages/aoIPsnL3HrUvR6d7n6UW">/pages/aoIPsnL3HrUvR6d7n6UW</a></td></tr><tr><td><strong>Security Insights</strong></td><td>Analyze security hotspots and trends across your engineering organization.</td><td><a href="/pages/XmenYKGNF159pWg9VFGT">/pages/XmenYKGNF159pWg9VFGT</a></td></tr><tr><td><strong>Studio Dashboards</strong></td><td>Create and publish custom dashboards to visualize your engineering data.</td><td><a href="/spaces/QuwxUw8LlL8BX8QTYNwz/pages/26sb4CAMZaYyejoUgldJ">/spaces/QuwxUw8LlL8BX8QTYNwz/pages/26sb4CAMZaYyejoUgldJ</a></td></tr></tbody></table>

### Help & Resources

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td><strong>API</strong></td><td>Use the AI DLC Insights API to manage developer identities and export engineering metrics.</td><td><a href="/pages/QPRdLn01S6IGll6Mud5v">/pages/QPRdLn01S6IGll6Mud5v</a></td></tr><tr><td><strong>Troubleshooting</strong></td><td>Find troubleshooting guides and frequently asked questions.</td><td><a href="/pages/v1Auyx83XnlkqxSZK7QX">/pages/v1Auyx83XnlkqxSZK7QX</a></td></tr><tr><td><strong>Harness Support</strong></td><td>Contact Harness Support if you encounter issues or have questions about AI DLC Insights.</td><td><a href="https://www.harness.io/support">https://www.harness.io/support</a></td></tr></tbody></table>