Tech With Tim

My Real AI Coding Workflow (build anything)

Jun 24, 2026 24 min
ai codingcursor ideworkflow managementweb development
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Summary

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This video details a pragmatic approach to building an AI-powered application by using Cursor and various AI tools to handle specific parts of the development process. It demonstrates how to plan, structure, and debug a project with real-world examples, including troubleshooting common issues in the development loop.

Tim provides an in-depth, realistic look at his coding workflow for building an 'AI Shorts Tool' from scratch. Instead of relying purely on magic prompts, he emphasizes the importance of upfront planning, ideation, and researching a reliable tech stack. The video shows how to effectively use Cursor with the Claude model to draft an architecture, establish coding rules to enforce version control, and set up specific tools like ImageKit and Groq through model context and agent skills. Tim walks the viewer through common development pitfalls—such as API integration issues—and demonstrates how to use the AI to identify, analyze, and resolve these errors. By showcasing a realistic project development loop, the tutorial highlights how a professional developer leverages AI as a force multiplier for productivity while maintaining control over the final application.

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Key Points

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Worth watching if: You want to learn how a professional developer structure's an AI-integrated coding project beyond just basic prompting. It is ideal for developers who use tools like Cursor and want to see how to maintain project quality, handle errors, and integrate third-party APIs efficiently.

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