# Instrument serverless apps with agentic onboarding

DevFeed: [Instrument serverless apps with agentic onboarding](<https://devfeed.tech/articles/instrument-serverless-apps-with-agentic-onboarding-2308.md>)

Original publisher: [Read original article](<https://www.datadoghq.com/blog/serverless-agentic-onboarding/>)

Author: Rohan Agarwal; Piyali Banerjee

Published: 2026-08-10T00:00:00Z

Content type: article

Language: en

Sources: [Datadog | The Monitor blog](<https://devfeed.tech/sources/datadog-the-monitor-blog.md>)

Topics: [Serverless](<https://devfeed.tech/topics/serverless.md>), [AWS Lambda](<https://devfeed.tech/topics/aws-lambda.md>), [azure container apps](<https://devfeed.tech/topics/azure-container-apps.md>), [Cloud Run](<https://devfeed.tech/topics/cloud-run.md>), [Command-line interface](<https://devfeed.tech/topics/cli.md>), [MCP Server](<https://devfeed.tech/topics/mcp-server.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [cursor](<https://devfeed.tech/topics/cursor.md>), [Node.js](<https://devfeed.tech/topics/node-js.md>), [Terraform](<https://devfeed.tech/topics/terraform.md>)

Tags: [agentic](<https://devfeed.tech/tags/agentic.md>), [ai](<https://devfeed.tech/tags/ai.md>), [aws](<https://devfeed.tech/tags/aws.md>), [aws-lambda](<https://devfeed.tech/tags/aws-lambda.md>), [azure](<https://devfeed.tech/tags/azure.md>), [azure-container-apps](<https://devfeed.tech/tags/azure-container-apps.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [cli](<https://devfeed.tech/tags/cli.md>), [cursor](<https://devfeed.tech/tags/cursor.md>), [google-cloud](<https://devfeed.tech/tags/google-cloud.md>), [google-cloud-run](<https://devfeed.tech/tags/google-cloud-run.md>), [mcp-server](<https://devfeed.tech/tags/mcp-server.md>), [node](<https://devfeed.tech/tags/node.md>), [serverless](<https://devfeed.tech/tags/serverless.md>), [serverless-monitoring](<https://devfeed.tech/tags/serverless-monitoring.md>), [terraform](<https://devfeed.tech/tags/terraform.md>)

## AI overview

Datadog's agentic onboarding helps instrument serverless applications across AWS Lambda, Google Cloud Run, and Azure Container Apps. Developers can use an AI assistant connected through the Datadog MCP Server or run the AI Setup CLI to inspect projects, adapt setup to existing deployment tools and runtimes, and prepare configuration changes for review.

## Source excerpt

Use Datadog agentic onboarding to instrument AWS Lambda, Google Cloud Run, and Azure Container Apps from an AI assistant or CLI.