A 3-step AI coding workflow for solo founders | Ryan Carson (5x founder) episode artwork

EPISODE · May 26, 2025 · 34 MIN

A 3-step AI coding workflow for solo founders | Ryan Carson (5x founder)

from How I AI · host Claire Vo

Ryan Carson is a five-time founder who has spent the past 20 years building, scaling, and selling startups. In this episode, he shares his playbook for using AI to build products, turning “vibe coding” into a structured and scalable approach that can replace full engineering teams.What you’ll learn:1. A simple three-file system that transforms chaotic AI coding into a structured, reliable process2. How to create AI-generated PRDs and task lists that actually work3. A step-by-step workflow using Cursor to build features systematically4. Why slowing down to provide proper context is the secret to speeding up your AI development5. How to use model context protocols (MCPs) to extend your AI’s capabilities beyond just coding6. Why founders can now build entire companies with minimal engineering teams and how Ryan is doing it himself—Brought to you by:ChatPRD—An AI copilot for PMs and their teamsNotion—The best AI tools for work—Where to find Ryan Carson:Website: https://www.ryancarson.com/aboutLinkedIn: https://www.linkedin.com/in/ryancarson/X: https://x.com/ryancarson—Where to find Claire Vo:ChatPRD: https://www.chatprd.ai/Website: https://clairevo.com/LinkedIn: https://www.linkedin.com/in/clairevo/X: https://x.com/clairevo—In this episode, we cover:(00:00) Introduction and Ryan’s recent AI projects(03:25) Demo: Creating a PRD with Cursor(05:00) Ryan’s open source links: https://github.com/snarktank/ai-dev-tasks(09:23) Repo Prompt: https://repoprompt.com/(09:53) Quick recap and common mistakes to avoid(11:00) Demo: Generating a task list from the PRD(15:31) The importance of context when working with LLMs(18:07) Demo: Working through tasks systematically using Cursor(18:56) Change management(20:00) How task lists save time for product managers(21:50) Demo: Using MCPs for front-end testing(24:50) Specific MCPs and what to use them for(26:45) Demo: Using Repo Prompt to gain precise control over context(31:23) Music’s role in Ryan’s development stack(32:10) Lightning round and final thoughts—Tools referenced:• ChatGPT: https://chat.openai.com/• Claude: https://claude.ai/• Gemini 2.5 Pro: https://deepmind.google/models/gemini/pro/.• Repo Prompt: https://repoprompt.com/• Taskmaster: https://github.com/nooqta/taskmaster• Browserbase: https://browserbase.com/• Stagehand: https://docs.stagehand.dev/integrations/mcp-server—Other references:• PostgreSQL: https://www.postgresql.org/• Prisma: https://www.prisma.io/• SQL: https://www.sql.org/• MCP: https://www.anthropic.com/news/model-context-protocol• VS Code: https://code.visualstudio.com/—Production and marketing by https://penname.co/. For inquiries about sponsoring the podcast, email [email protected].

Ryan Carson is a five-time founder who has spent the past 20 years building, scaling, and selling startups. In this episode, he shares his playbook for using AI to build products, turning “vibe coding” into a structured and scalable approach that can replace full engineering teams.What you’ll learn:1. A simple three-file system that transforms chaotic AI coding into a structured, reliable process2. How to create AI-generated PRDs and task lists that actually work3. A step-by-step workflow using Cursor to build features systematically4. Why slowing down to provide proper context is the secret to speeding up your AI development5. How to use model context protocols (MCPs) to extend your AI’s capabilities beyond just coding6. Why founders can now build entire companies with minimal engineering teams and how Ryan is doing it himself—Brought to you by:ChatPRD—An AI copilot for PMs and their teamsNotion—The best AI tools for work—Where to find Ryan Carson:Website: https://www.ryancarson.com/aboutLinkedIn: https://www.linkedin.com/in/ryancarson/X: https://x.com/ryancarson—Where to find Claire Vo:ChatPRD: https://www.chatprd.ai/Website: https://clairevo.com/LinkedIn: https://www.linkedin.com/in/clairevo/X: https://x.com/clairevo—In this episode, we cover:(00:00) Introduction and Ryan’s recent AI projects(03:25) Demo: Creating a PRD with Cursor(05:00) Ryan’s open source links: https://github.com/snarktank/ai-dev-tasks(09:23) Repo Prompt: https://repoprompt.com/(09:53) Quick recap and common mistakes to avoid(11:00) Demo: Generating a task list from the PRD(15:31) The importance of context when working with LLMs(18:07) Demo: Working through tasks systematically using Cursor(18:56) Change management(20:00) How task lists save time for product managers(21:50) Demo: Using MCPs for front-end testing(24:50) Specific MCPs and what to use them for(26:45) Demo: Using Repo Prompt to gain precise control over context(31:23) Music’s role in Ryan’s development stack(32:10) Lightning round and final thoughts—Tools referenced:• ChatGPT: https://chat.openai.com/• Claude: https://claude.ai/• Gemini 2.5 Pro: https://deepmind.google/models/gemini/pro/.• Repo Prompt: https://repoprompt.com/• Taskmaster: https://github.com/nooqta/taskmaster• Browserbase: https://browserbase.com/• Stagehand: https://docs.stagehand.dev/integrations/mcp-server—Other references:• PostgreSQL: https://www.postgresql.org/• Prisma: https://www.prisma.io/• SQL: https://www.sql.org/• MCP: https://www.anthropic.com/news/model-context-protocol• VS Code: https://code.visualstudio.com/—Production and marketing by https://penname.co/. For inquiries about sponsoring the podcast, email [email protected].

NOW PLAYING

A 3-step AI coding workflow for solo founders | Ryan Carson (5x founder)

0:00 34:44

No transcript for this episode yet

We transcribe on demand. Request one and we'll notify you when it's ready — usually under 10 minutes.

Chewing the Fat with WorkForge WorkForge Bite-Sized Conversations for Building a Stronger Workforce Welcome to Chewing the Fat, a podcast delving deep into the world of food manufacturing. Dive into real conversations around critical topics like staffing, retention, onboarding, and career development in this essential industry. Subscribe now to gain insights from your peers, subject matter experts and more on the biggest issues facing food manufacturers today: -Hiring and retaining employees -Addressing the challenges of the Silver Tsunami -Improving time to productivity of new employees -Engaging employees from hire to retire And more... Tune in to Chewing the Fat, a WorkForge podcast, and join the conversation on how to build and sustain a resilient, high-performing workforce in food manufacturing. Solving for Change MOBIA Technology Innovations Solving for Change welcomes business and technology leaders to share stories of bold business transformation within complex organizations. In an era when technology and markets are changing around businesses, the key to staying competitive is to evolve in response to those changes.  MOBIA’s Mike Reeves and Marc LeBlanc investigate business transformation, deconstructing the challenges, ambitions, and market disruptions that drive companies to embark on transformation journeys, and exploring their unique approaches to achieving meaningful outcomes.  What sparks leaders to pursue business transformation? How do they overcome the challenges along the way? What are the keys to creating enduring change?  Through in-depth conversations with business and technology leaders, Mike and Marc answer these questions and explore how businesses evolve by pulling four key transformation levers: people, process, technology, and culture. The Lee Olsen Show Lee Olsen CJF I want to help you improve all areas of your life by 3 types of podcasts!👉Blood, Sweat & Blessings-Interviews of normal people that have achieved BIG things!👉Series!!! For Love of the Horse- Brad Jackman DVM & Lee Olsen CJF, how to help your horse!👉Business Tips- Proven Life Changing Business Strategies with Lee Olsen The Field Priest Methodius Chwastek The Field is a place of cultivation and of battle. In the Church, we learn to cultivate a life pleasing to God. This life is shaped in the spiritual battle. This series examines, chapter by chapter, the Christian classic The Field, by Saint Ignatius Brianchaninov. Please join me as I explain this great work in terms the modern Orthodox Christian can understand. 

Frequently Asked Questions

How long is this episode of How I AI?

This episode is 34 minutes long.

When was this How I AI episode published?

This episode was published on May 26, 2025.

What is this episode about?

Ryan Carson is a five-time founder who has spent the past 20 years building, scaling, and selling startups. In this episode, he shares his playbook for using AI to build products, turning “vibe coding” into a structured and scalable approach that...

Can I download this How I AI episode?

Yes, you can download this episode by clicking the download button on the episode player, or subscribe to the podcast in your preferred podcast app for automatic downloads.
URL copied to clipboard!