AI Product Workflows & Product Intelligence

Adapt helps product and engineering teams stay on top of development activity, track issues, and understand their codebase.

Key Use Cases

Sprint & Issue Tracking

Stay on top of your engineering backlog.

How is the current sprint progressing?

What issues are blocking the release?

Show me high-priority bugs that aren't assigned

Code & PR Review

Get summaries of development activity across your repositories.

What PRs were merged this week?

Summarize the changes in the last 10 commits to main

Which PRs are waiting for review?

Documentation & Research

Analyze code and create documentation.

Explain how the authentication flow works in this codebase

What files would I need to modify to add a new API endpoint?

Create documentation for this function [paste code]

Example Questions

Linear/Issues

What's left in the current sprint?

How many bugs were filed this week?

Which projects are behind schedule?

GitHub

What PRs did the team merge last week?

Show me commits to main in the last 3 days

Find all uses of the deprecated API

Team Coordination

What did the team discuss in #engineering today?

Find messages about the migration project

Summarize the technical discussion about caching

Key Integrations

Integration	Secret Name	What it enables
Linear	`LINEAR_API_KEY`	Issues, sprints, projects
GitHub	OAuth (org)	PRs, issues, code search
Slack	OAuth (org)	Team discussions
Intercom	`INTERCOM_ACCESS_TOKEN`	Customer feedback

Getting Started

Connect Linear

Add your LINEAR_API_KEY in Settings > Integrations

Connect GitHub

OAuth setup in Settings > Integrations > GitHub

Try sprint tracking

Ask about your current sprint or open issues

Next Steps

Linear Integration

Connect issue tracking

GitHub Integration

Connect repositories

By Role

Common Workflows

AI product workflows and product intelligence

Key Use Cases

Sprint & Issue Tracking

Code & PR Review

Documentation & Research

Example Questions

Key Integrations

Getting Started

Next Steps

Linear Integration

GitHub Integration

​Key Use Cases

​Sprint & Issue Tracking

​Code & PR Review

​Documentation & Research

​Example Questions

​Key Integrations

​Getting Started

​Next Steps

Linear Integration

GitHub Integration

Key Use Cases

Sprint & Issue Tracking

Code & PR Review

Documentation & Research

Example Questions

Key Integrations

Getting Started

Next Steps