How I AI

Building an iPhone app with zero technical skills | Bryce Rattner Keithley

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Key takeaways

  • A beginner's mindset and hyper-literal prompts are powerful approaches when working with AI tools, enabling non-technical people to build and deploy projects.
  • Utilizing a combination of accessible AI platforms like Replit, Claude, Gemini, Higgsfield, and Kling allows for complex content creation, including custom videos, without traditional coding skills.
  • Persistence, iteration, and patience are essential when navigating AI-generated outputs and app deployment processes.
  • The democratization of app development means that with the right tools and mindset, anyone can build production-ready products, challenging the notion that technical skills are a prerequisite.
  • In a rapidly changing tech landscape, adaptability, curiosity, and humility are critical skills for future success in work and innovation.

Summary

Bryce's Journey from Talent to App Builder

Bryce Rattner Keithley, traditionally in talent and recruiting, unexpectedly ventured into app creation. She built Daily Hundred, a fitness app with AI-generated animal videos demonstrating workouts, leveraging tools like Replit, Claude, Gemini, Higgsfield, and Kling, despite having no coding background. Her journey highlights how a beginner's mindset and AI tools democratize app development, allowing those without technical expertise to innovate and deploy into the App Store.

Building with AI: Tools and Techniques

Bryce detailed her step-by-step process of creating her app without coding proficiency. She used Replit for backend development, Claude as a 'technical architect,' and Gemini along with Higgsfield and Kling to generate and animate custom animal videos. Bryce emphasized the importance of a beginner’s mindset, repetitively refining prompts, and being literal to get precise AI outputs. Her workflow also involved iterative testing, troubleshooting, and ultimately navigating App Store submission, demonstrating how AI and accessible tools empower non-technical creators.

Creating Customized AI-Generated Exercise Videos

Bryce explained her sophisticated process of producing anthropomorphic animal exercise videos. Starting with prompting Gemini to generate animal images, filming her own exercise movements, and then merging these with Higgsfield's models using Kling, she crafted high-quality videos of animals performing workouts. The process involved trial and error, precise prompting, and patience, illustrating how multiple AI tools can be combined for custom multimedia content creation, previously only possible with specialized skills.

From Web App to App Store Success

Bryce recounted her journey of transitioning the app from a Replit prototype to a published iOS app. She relied on 'Cloud' and 'Cloud Code' prompts to generate code snippets, troubleshoot app deployment issues, and manage App Store submission challenges, including fixing user feedback about login and account management. Her story demonstrates how persistent, resourceful use of AI-assisted workflows enables non-technical founders to deploy professional-grade apps and overcome typical technical hurdles.

Lessons and Reflections on AI and Future Skills

Bryce reflected on the significance of maintaining a beginner’s mindset in AI-driven creation, emphasizing humility, literal prompting, and trial-and-error. She discussed the evolving nature of roles in the AI era, advocating for openness to learning and adaptation. Bryce also shared insights on effective hiring, promoting curiosity, humility, cross-pollination of ideas, and embracing new tools to stay relevant. Her experience underscores that innovation is accessible to all who approach it with the right mindset.

Sponsors

  • WorkOS · Make your app enterprise-ready today
  • Metaview · The agentic recruiting platform for winning teams

Show notes

Bryce Rattner Keithley hasspent her career in talent and recruiting, working with technical leaders but never writing a line of code herself. Yet she managed to build Daily Hundred—a fitness app featuring custom AI-generated videos of anthropomorphic animals demonstrating exercises—and ship it to the App Store before her software engineer friends. Using Replit, Claude, Gemini, and a relentless beginner’s mindset, Bryce proves that in the AI era, execution is no longer the constraint on good ideas.


What you’ll learn:

  1. How to build and ship an iPhone app using Replit without any coding knowledge
  2. The step-by-step process for creating custom AI-generated workout videos by combining Gemini images with real exercise footage
  3. How to use Claude as your technical architect and Claude Code as your software engineer
  4. How to navigate App Store submission requirements (including fixing rejection feedback)
  5. Why being hyper-literal in your prompts unlocks better AI results
  6. Why a beginner’s mind is actually an advantage when building with AI tools

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Brought to you by:

WorkOS—Make your app enterprise-ready today

Metaview—The agentic recruiting platform for winning teams

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In this episode, we cover:

(00:00) Introduction to Bryce and Daily Hundred

(04:48) Building with Replit

(06:16) The beginner’s mindset advantage

(11:17) Creating anthropomorphic animals

(22:55) Moving from static image to video

(27:15) The floating genie and other anthropomorphic animal generations

(30:46) Shifting from web app to App Store submission

(36:24) User feedback

(37:41) Lightning round and final thoughts

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Tools referenced:

• Replit: https://replit.com/

• Lovable: https://lovable.dev/

• Claude: https://claude.ai/

• Claude Code: https://claude.ai/code

• Gemini: https://gemini.google.com/

• Higgsfield: https://higgsfield.ai/

• Kling: https://kling.ai/

• Railway: https://railway.app/

• TestFlight: https://developer.apple.com/testflight/

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Other references:

• How a 91-year-old vibe coded a complex event management system using Claude and Replit | John Blackman: https://www.lennysnewsletter.com/p/how-a-91-year-old-vibe-coded-a-complex

• What Got You Here Won’t Get You There: https://www.amazon.com/What-Got-Here-Wont-There/dp/1401301304

• How Women Rise: https://www.amazon.com/How-Women-Rise-Holding-Careers/dp/0316440124

• A Whole New Mind: https://www.amazon.com/Whole-New-Mind-Right-Brainers-Future/dp/1594481717

• How to Win Friends and Influence People: https://www.amazon.com/How-Win-Friends-Influence-People/dp/0671027034

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Where to find Bryce Rattner Keithley:

LinkedIn: https://www.linkedin.com/in/brycerattner/

GitHub: https://github.com/brk-bot/

Daily Hundred on the App Store: https://apps.apple.com/us/app/daily100-fitness-challenge/id6762108062

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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

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Production and marketing by https://penname.co/. For inquiries about sponsoring the podcast, email jordan@penname.co.

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