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docs/tutorials/ai-agents/README.md renamed to docs/coder-ai/README.md

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# Run AI Agents in Coder (Early Access)
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# Use AI Coding Agents in Coder Workspaces
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> [!NOTE]
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With Coder, you can self-host AI agents in isolated development environments with proper context and tooling around your existing developer workflows. Whether you are a regulated enterprise or an individual developer, running AI agents at scale with Coder is much more productive and secure than running them locally.
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![AI Agents in Coder](../../images/guides//ai-agents/landing.png)
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![AI Agents in Coder](../images/guides/ai-agents/landing.png)
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## Prerequisites
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Coder is free and open source for developers, with a [premium plan](https://coder.com/pricing) for enterprises. You can self-host a Coder deployment in your own cloud provider.
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- A [Coder deployment](../../install/) with v2.21.0 or later
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- A Coder [template](../../admin/templates/) for your project(s).
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- A [Coder deployment](../install/index.md) with v2.21.0 or later
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- A Coder [template](../admin/templates/index.md) for your project(s).
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- Access to at least one ML model (e.g. Anthropic Claude, Google Gemini, OpenAI)
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- Cloud Model Providers (AWS Bedrock, GCP Vertex AI, Azure OpenAI) are supported with some agents
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- Self-hosted models (e.g. llama3) and AI proxies (OpenRouter) are supported with some agents
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docs/tutorials/ai-agents/best-practices.md renamed to docs/coder-ai/best-practices.md

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- Ensure your [template](./create-template.md) is truly pre-configured for
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development without manual intervention (e.g. repos are cloned, dependencies
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are built, secrets are added/mocked, etc.)
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> Note: [External authentication](../../admin/external-auth.md) can be helpful
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> Note: [External authentication](../admin/external-auth.md) can be helpful
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> to authenticate with third-party services such as GitHub or JFrog.
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- Give your agent the proper tools via MCP to interact with your codebase and
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related services.

docs/tutorials/ai-agents/coder-dashboard.md renamed to docs/coder-ai/coder-dashboard.md

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Once you have an agent running and reporting activity to Coder, you can view
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status and switch between workspaces from the Coder dashboard.
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![Coder Dashboard](../../images/guides/ai-agents/workspaces-list.png)
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![Coder Dashboard](../images/guides/ai-agents/workspaces-list.png)
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![Workspace Details](../../images/guides/ai-agents/workspace-details.png)
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![Workspace Details](../images/guides/ai-agents/workspace-details.png)
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## Next Steps
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docs/tutorials/ai-agents/create-template.md renamed to docs/coder-ai/create-template.md

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This can be done in the Coder UI:
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![Duplicate template](../../images/guides/ai-agents/duplicate.png)
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![Duplicate template](../images/guides/ai-agents/duplicate.png)
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## 2. Add a module for supported agents
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The Coder dashboard should now show tasks being reported by the agent.
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![AI Agents in Coder](../../images/guides//ai-agents/landing.png)
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![AI Agents in Coder](../images/guides/ai-agents/landing.png)
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## Next Steps
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docs/tutorials/ai-agents/headless.md renamed to docs/coder-ai/headless.md

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## Coder CLI
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Workspaces can be created, started, and stopped via the Coder CLI. See the
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[CLI docs](../../reference/cli/) for more information.
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[CLI docs](../reference/cli/index.md) for more information.
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## REST API
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The Coder REST API can be used to manage workspaces and agents. See the
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[API docs](../../reference/api/) for more information.
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[API docs](../reference/api/index.md) for more information.
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## Next Steps
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docs/tutorials/ai-agents/ide-integration.md renamed to docs/coder-ai/ide-integration.md

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status and switch between workspaces from the IDE. This can be very helpful for
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reviewing code, working along with the agent, and more.
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![IDE Integration](../../images/guides/ai-agents/ide-integration.png)
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![IDE Integration](../images/guides/ai-agents/ide-integration.png)
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## Next Steps
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docs/tutorials/ai-agents/issue-tracker.md renamed to docs/coder-ai/issue-tracker.md

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action will create a Coder workspace based on a specific phrase in a comment
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(e.g. `@coder`).
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![GitHub Issue](../../images/guides/ai-agents/github-action.png)
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![GitHub Issue](../images/guides/ai-agents/github-action.png)
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When properly configured with an [AI template](./create-template.md), the agent
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requests and responding to your comments. Check back soon or
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[join our Discord](https://discord.gg/coder) to stay updated.
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![GitHub Pull Request](../../images/guides/ai-agents/github-pr.png)
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![GitHub Pull Request](../images/guides/ai-agents/github-pr.png)
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## Integrating with Other Issue Trackers
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While support for other issue trackers is under consideration, you can can use
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the [REST API](../../reference/api/) or [CLI](../../reference/cli/) to integrate
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the [REST API](../reference/api/index.md) or [CLI](../reference/cli/index.md) to integrate
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with other issue trackers or CI pipelines.
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In addition, an [Open in Coder](../../admin/templates/open-in-coder.md) flow can
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In addition, an [Open in Coder](../admin/templates/open-in-coder.md) flow can
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be used to generate a URL and/or markdown button in your issue tracker to
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automatically create a workspace with specific parameters.
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