<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>LocalStack Blog - AI Agents</title><description>News, tutorials, and insights from the LocalStack team on cloud emulation, product showcases, and local development practices.</description><link>https://blog.localstack.cloud/</link><item><title>Stop Prompting Your AI Agent: Build an AWS Development System Instead</title><link>https://blog.localstack.cloud/stop-prompting-your-ai-agent/</link><guid isPermaLink="true">https://blog.localstack.cloud/stop-prompting-your-ai-agent/</guid><description>Stop writing bigger and bigger prompts for your AI coding agent. Learn how to build an AI-native AWS development environment using Cursor Rules, agent skills and plugins, the AWS MCP Server, and LocalStack so your agent has what it needs to build, test, and debug AWS applications locally before touching a real cloud account.</description><pubDate>Tue, 01 Sep 2026 00:00:00 GMT</pubDate><enclosure url="https://blog.localstack.cloud/_astro/hero.yxEOmtEc_YABwg.WEBP" length="161592" type="image/png"/></item><item><title>Using AWS&apos;s Official MCP Servers with LocalStack</title><link>https://blog.localstack.cloud/use-aws-mcp-servers-with-localstack/</link><guid isPermaLink="true">https://blog.localstack.cloud/use-aws-mcp-servers-with-localstack/</guid><description>AWS ships a fleet of official MCP servers that let agents write IaC, validate it, and invoke Lambda functions. Point them at LocalStack instead of real AWS, and an agent can build, harden, deploy, and test the cloud app locally. Here is how we wired them up and what happened.</description><pubDate>Tue, 18 Aug 2026 00:00:00 GMT</pubDate><enclosure url="https://blog.localstack.cloud/_astro/use-aws-mcp-servers-with-localstack-banner.CxhpiE01_Z1rsAIa.WEBP" length="3260777" type="image/png"/></item><item><title>Give Your Coding Agent a Real Cloud to Break</title><link>https://blog.localstack.cloud/give-your-coding-agent-a-real-cloud-to-break/</link><guid isPermaLink="true">https://blog.localstack.cloud/give-your-coding-agent-a-real-cloud-to-break/</guid><description>We gave Claude Code the LocalStack MCP server and a production bug report about a broken dead-letter queue, then watched it deploy, reproduce the failure from App Inspector traces, fix the pipeline, and prove the fix, without touching an AWS account.</description><pubDate>Tue, 11 Aug 2026 00:00:00 GMT</pubDate><enclosure url="https://blog.localstack.cloud/_astro/give-your-coding-agent-a-real-cloud-to-break-banner.CIobG7r6_8BO3o.WEBP" length="2725936" type="image/png"/></item><item><title>Hello Agent, Meet LocalStack</title><link>https://blog.localstack.cloud/localstack-for-ai-agents/</link><guid isPermaLink="true">https://blog.localstack.cloud/localstack-for-ai-agents/</guid><description>We launched a dedicated entry point that lets your AI agent discover, install, and start using LocalStack without you having to explain anything. Here&apos;s what&apos;s in it and why we built it.</description><pubDate>Tue, 09 Jun 2026 00:00:00 GMT</pubDate><enclosure url="https://blog.localstack.cloud/_astro/hero.b69xypi__N7YDe.WEBP" length="4765199" type="image/png"/></item><item><title>WTH Are Agent Skills? The Missing Layer Between Prompts and Real Automation</title><link>https://blog.localstack.cloud/wth-are-ai-skills/</link><guid isPermaLink="true">https://blog.localstack.cloud/wth-are-ai-skills/</guid><description>AI agents can reason, but without structured actions they still guess at real-world workflows. This post explores the concept of AI agent skills and shows how LocalStack Skills provide deterministic, guardrailed automation for local AWS development.</description><pubDate>Tue, 07 Apr 2026 00:00:00 GMT</pubDate><enclosure url="https://blog.localstack.cloud/_astro/hero.BosMOsRW_ZFrjMD.WEBP" length="1112462" type="image/png"/></item><item><title>Introducing the LocalStack Model Context Protocol (MCP) Server</title><link>https://blog.localstack.cloud/introducing-localstack-mcp-server/</link><guid isPermaLink="true">https://blog.localstack.cloud/introducing-localstack-mcp-server/</guid><description>We&apos;re excited to introduce the LocalStack MCP Server, which enables AI agents to directly manage LocalStack through a standardized protocol, utilizing various tools. This allows agents to automate the entire local cloud development lifecycle via a conversational interface.</description><pubDate>Tue, 14 Oct 2025 00:00:00 GMT</pubDate><enclosure url="https://blog.localstack.cloud/_astro/introducing-localstack-mcp-server-banner.Dg5cpYCS_3jYcL.WEBP" length="3266377" type="image/png"/></item></channel></rss>