AI DLC Insights

Measure AI coding agent adoption, spend efficiency, and delivery impact.

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.

Get started

Get started with AI DLC Insights

Learn about Harness AI DLC Insights and how to get started.

What's supported

AI DLC Insights integrates with a number of third-party providers to provide a centralized visibility on engineering work.

Key concepts

This topic outlines the core concepts that power AI DLC Insights.

Set up AI DLC Insights

Configure Integrations

AI DLC Insights uses integrations to ingest data from your SDLC tools.

Set up Profiles

Profiles aggregate data for Efficiency, Productivity metrics, and more.

Set up Org Trees

Setup the org tree to group developers for performance visibility.

Set up & Manage Teams

Setup Teams that represents a group of developers working together within the organizational hierarchy

API

Programmatically manage developer identities and export productivity and efficiency metrics using the AI DLC Insights API.

View AI DLC Insights

Measure Engineering Efficiency

Use the efficiency dashboard to measure key DORA and sprint-based metrics for your team.

Measure Developer Productivity

Use the productivity dashboard to measure the key productivity metrics for your developers.

Analyze AI Insights

Understand how AI coding assistants impact developer productivity.

Measure Business Alignment

Track and analyze how engineering initiatives contribute to business outcomes.

Analyze Security Insights

Identify and analyze security hotspots and trends across your engineering organization.

Help and more

Harness Support

If you believe you have found a bug in Harness AI DLC Insights, create a Zendesk Support ticket.

Troubleshooting and FAQs

Use this for troubleshooting guidelines on Harness AI DLC Insights