> ## Documentation Index
> Fetch the complete documentation index at: https://v1-docs.adapt.com/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# AI product workflows and product intelligence

> See how product teams use Adapt to turn customer feedback, roadmap data and team context into faster product intelligence and execution workflows.

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

> [accordion] Linear/Issues
>
> ```
> What's left in the current sprint?
> ```
>
> ```
> How many bugs were filed this week?
> ```
>
> ```
> Which projects are behind schedule?
> ```

> [accordion] 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
> ```

> [accordion] 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

**1. Connect Linear**

Add your `LINEAR_API_KEY` in Settings > Integrations

**2. Connect GitHub**

OAuth setup in Settings > Integrations > GitHub

**3. Try sprint tracking**

Ask about your current sprint or open issues

## Next Steps

> [card] [Linear Integration](https://v1-docs.adapt.com/docs/integrations/linear.md)
>
> Connect issue tracking

> [card] [GitHub Integration](https://v1-docs.adapt.com/docs/integrations/github.md)
>
> Connect repositories


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