A 3-step AI coding workflow for solo founders | Ryan Carson (5x founder)
How I AI
2025/05/26
A 3-step AI coding workflow for solo founders | Ryan Carson (5x founder)
A 3-step AI coding workflow for solo founders | Ryan Carson (5x founder)

How I AI
2025/05/26
In this episode, Ryan Carson, a seasoned entrepreneur with over two decades of experience in building and scaling startups, explores the transformative potential of AI in product development. He delves into practical strategies for integrating AI into workflows, focusing on structured approaches that can replace traditional engineering teams.
Ryan Carson outlines a systematic approach to using AI for product development, emphasizing tools like Cursor and concepts such as model context protocols (MCPs). He demonstrates how to create AI-generated PRDs and task lists, providing clarity and structure to complex coding projects. By slowing down and offering proper context, he argues that teams can accelerate their development processes. The episode includes demonstrations of generating task lists from PRDs, managing changes through Git commits, and leveraging MCPs for front-end testing. Additionally, Ryan highlights the role of precise control over context using tools like Repo Prompt, which enhances code maintainability and reduces token usage. He also touches on the importance of music in his workflow, suggesting that tailored soundtracks could further boost productivity. Ultimately, Ryan envisions a future where founders can build entire companies with minimal engineering support, thanks to AI-driven tools and methodologies.
03:26
03:26
Cursor brings structure to AI coding with context-aware features.
05:07
05:07
AI instructed as 'junior developer' to create PRD
09:27
09:27
Taskmaster is a more powerful version of the tools shown earlier.
09:53
09:53
Taking two steps slowly can speed up the process
11:01
11:01
AI generates tasks by asking questions and outputting markdown
15:32
15:32
Give LLMs the right context and treat them politely like humans.
18:08
18:08
The AI processes a task list by defining a Prisma schema for an email campaign.
18:57
18:57
Thinking about potential reverts when committing
20:00
20:00
AI coding process helps build large features reliably
21:50
21:50
MCPs enable front-end testing automation by instructing Cursor to perform tasks like navigating and taking screenshots.
24:58
24:58
Cursor can interact with other apps using AI for task management.
26:46
26:46
Repo Prompt allows more control over context compared to Cursor.
31:23
31:23
Listening to EDM while coding late at night is crucial
32:10
32:10
AI is revolutionizing the startup process