--- title: "Deployments" description: "A deployment is a single execution of a task. View, manually deploy, and delete deployments of your agents' tasks." canonical: https://www.quantconnect.com/docs/v2/ai-assistance/deployments markdown: https://www.quantconnect.com/docs/v2/ai-assistance/deployments.md language: python source: https://github.com/QuantConnect/Documentation/tree/master/09%20AI%20Assistance/04%20Deployments modified: 2026-11-11 index: https://www.quantconnect.com/llms.txt --- # Deployments [Documentation](https://www.quantconnect.com/docs/v2.md) > [AI Assistance](https://www.quantconnect.com/docs/v2/ai-assistance.md) > Deployments > Code examples are shown in Python. Append `?lang=csharp` to this URL for the C# version of this page. ## Introduction A deployment is a single execution of a [task](https://www.quantconnect.com/docs/v2/ai-assistance/tasks.md). Every time a task runs, it's one deployment, and a task can have many deployments over its lifetime. Every deployment captures the full conversation with the agent, including its reasoning, its tool calls, your replies, and the output the agent produced. The deployment also records its status, so you can see at a glance whether the work is running, completed, or threw a runtime error. ## Deploy Tasks Follow these steps to deploy a task: 1. Log in to the [Algorithm Lab](https://www.quantconnect.com/lab). 2. In the left navigation bar, click **Organization > Agents**. 3. Click the **Tasks** tab. 4. Click a task. 5. Click **Deploy Now**. The agent assigned to the task automatically boots up and starts working. To deploy a task on a recurring schedule instead of manually, see [Schedule Work](https://www.quantconnect.com/docs/v2/ai-assistance/tasks.md#04-Schedule-Work). ## View Deployments Follow these steps to view the deployments of a task: 1. Log in to the [Algorithm Lab](https://www.quantconnect.com/lab). 2. In the left navigation bar, click **Organization > Agents**. 3. Click the **Tasks** tab. 4. Click a task. The task page lists every deployment, with the status of each one. Click a deployment to view the full agent conversation and output. ![Task page showing the list of deployments with their statuses.](https://cdn.quantconnect.com/i/tu/view-deployments.png) The deployment page shows the agent's full conversation, including its reasoning, tool calls, your replies, and the output it produced. ![Deployment page showing the agent's full conversation.](https://cdn.quantconnect.com/i/tu/view-deployment-conversation.png) To open the project associated with the deployment, click the project link at the top of the deployment page. ## Delete Deployments Follow these steps to delete a deployment: 1. Log in to the [Algorithm Lab](https://www.quantconnect.com/lab). 2. In the left navigation bar, click **Organization > Agents**. 3. Click the **Tasks** tab. 4. Click a task. 5. In the row of the deployment you want to remove, click **Delete**. 6. Click **Delete** again to confirm. ## Quotas Agent nodes are the servers that run your agents—a harness for quant finance that wraps your AI models in the tools, data, and context they need to be productive. Agent nodes enable you to deploy agent tasks and connect to the [remote MCP server](https://www.quantconnect.com/docs/v2/ai-assistance/mcp-server/key-concepts.md). The more agent nodes your organization has, the more concurrent agent tasks that you can run. More powerful agent nodes have more cores and RAM to handle larger, more demanding tasks. The following table shows the specifications of the agent node models: | Name | Number of Cores | RAM (GB) | Agents | | --- | --- | --- | --- | | A-MICRO | 1 | 1 | 1 | | A1-1 | 1 | 1 | 1 | | A4-8 | 4 | 8 | 4 | | A16-32 | 16 | 32 | 16 | Refer to the [Pricing](https://www.quantconnect.com/pricing) page to see the price of each agent node model. Your first organization includes one free A-MICRO agent node, which is capped at 100,000 tokens per month. The token cap is lifted and the node is replaced when you [upgrade your organization to a paid tier](https://www.quantconnect.com/docs/v2/cloud-platform/organizations/billing.md#07-Change-Organization-Tiers) and [add a new agent node](https://www.quantconnect.com/docs/v2/cloud-platform/organizations/resources.md#15-Add-Nodes). Paid agent nodes don't have the 100,000-token cap, but a fair use token allowance applies over a weekly rolling window. If you use tokens beyond the weekly quota, upgrade to the next agent node model or [bring your own key](https://www.quantconnect.com/docs/v2/ai-assistance/bring-your-own-key.md). The free A-MICRO agent node can't connect to the remote MCP server. To use the remote MCP server, [add a paid agent node](https://www.quantconnect.com/docs/v2/cloud-platform/organizations/resources.md#15-Add-Nodes). To view the status of all of your organization's nodes, see the [Resources panel](https://www.quantconnect.com/docs/v2/cloud-platform/projects/ide.md#08-Manage-Nodes) of the IDE. When you launch an agent task, it uses the best-performing resource by default, but you can [select a specific resource to use](https://www.quantconnect.com/docs/v2/cloud-platform/projects/ide.md#08-Manage-Nodes). ## Troubleshooting To check the status of the QuantConnect Cloud Platform, see our [Status](https://status.quantconnect.com/) page.