--- title: Watch an AI Coding Agent Catch & Fix Its Own Mistakes!... description: A demo walkthrough showing how the Maestro MCP (Model Context Protocol) server integrates with Cursor IDE to let an AI coding agent autonomously build, test,... canonical: https://daily.dev/posts/watch-an-ai-coding-agent-catch-fix-its-own-mistakes-maestro-mcp--tloruoort twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Watch an AI Coding Agent Catch & Fix Its Own Mistakes! (Maestro MCP) | daily.dev og:description: A demo walkthrough showing how the Maestro MCP (Model Context Protocol) server integrates with Cursor IDE to let an AI coding agent autonomously build, test,... og:url: https://daily.dev/posts/watch-an-ai-coding-agent-catch-fix-its-own-mistakes-maestro-mcp--tloruoort og:image: https://api.daily.dev/og/posts/TLoRUOorT.png og:image:alt: Watch an AI Coding Agent Catch & Fix Its Own Mistakes! (Maestro MCP) og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Watch an AI Coding Agent Catch & Fix Its Own Mistakes! (Maestro MCP) **[Automation Testing with Joe Colantonio](https://daily.dev/sources/joecolantonio)** · 6 min read · 1 upvotes · 0 comments ## Summary A demo walkthrough showing how the Maestro MCP (Model Context Protocol) server integrates with Cursor IDE to let an AI coding agent autonomously build, test, and fix a mobile app feature. The demo uses a Hacker News iOS app where the agent adds swipe-to-delete bookmark functionality, then uses Maestro's YAML-based UI automation to validate the feature end-to-end — catching and correcting its own navigation mistakes along the way without human intervention. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#testing](https://daily.dev/tags/testing), [#ai-agents](https://daily.dev/tags/ai-agents), [#mcp](https://daily.dev/tags/mcp) [View this post on daily.dev](https://daily.dev/posts/watch-an-ai-coding-agent-catch-fix-its-own-mistakes-maestro-mcp--tloruoort) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Watch an AI Coding Agent Catch & Fix Its Own Mistakes! 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