From journalist to iOS developer: How LinkedIn’s editor builds with Claude Code | Daniel Roth
How I AI16 Maalis

From journalist to iOS developer: How LinkedIn’s editor builds with Claude Code | Daniel Roth

Daniel Roth, editor in chief at LinkedIn, went from business writer to iOS app developer, without ever learning how to code. Using Claude Code, Daniel built and shipped multiple production-ready iOS apps to the App Store, including Commutely, a personalized train-tracking app for New York commuters.


What you’ll learn:

  1. How to set up a dual-agent Claude Code system (builder + reviewer)
  2. Why being a “picky customer” is the right mindset for non-technical builders
  3. How Daniel prioritizes features using AI-ranked impact vs. build time
  4. Why saving everything as Markdown files creates long-term context
  5. The importance of branch-based development—even when AI writes the code
  6. How Daniel ships to the App Store without formal engineering experience
  7. His end-of-day “What did I drop the ball on?” Copilot workflow

Brought to you by:

WorkOS—Make your app enterprise-ready today

Vanta—Automate compliance and simplify security

In this episode, we cover:

(00:00) Introduction to Daniel Roth

(02:46) Daniel’s AI development workflow overview

(05:56) Using Claude to prioritize feature ideas

(08:58) Building vs. marketing

(09:47) Creating a retention plan for his app

(10:38) Introducing Bob the Builder and Ray the Reviewer

(13:50) How Bob and Ray work together to build features

(14:37) Why Daniel focuses on learning the process

(16:34) The importance of using branches for development

(17:39) Managing AI agents like managing a team

(21:12) Navigating the App Store

(23:06) Being a “picky customer” rather than a PM

(25:00) Testing in Xcode and shipping to the App Store

(28:14) Quick recap

(30:00) Creating terminal aliases with Claude

(31:38) Demo of his Commutely app

(32:10) Using Copilot to manage work responsibilities

(35:05) How Daniel talks to AI without personifying it

Tools referenced:

• Claude: https://claude.ai/

• Claude Code: https://claude.ai/code

• Cursor: https://cursor.sh/

• Xcode: https://developer.apple.com/xcode/

• Canva: https://www.canva.com/

• Microsoft Copilot: https://copilot.microsoft.com/

• Terminal: https://support.apple.com/guide/terminal/welcome/mac

• Obsidian: https://obsidian.md/

Other reference:

• Commutely (iOS app): https://apps.apple.com/us/app/commutely/id6755789873

Where to find Daniel Roth:

LinkedIn: https://www.linkedin.com/in/danielroth1/

Newsletter: https://www.linkedin.com/newsletters/forward-deployed-editor-7378272989982683137/

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

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

Jaksot(70)

The power user’s guide to Codex: parallelizing workflows, planning techniques, advanced context engineering tips, automating code reviews, and more | Alexander Embiricos

The power user’s guide to Codex: parallelizing workflows, planning techniques, advanced context engineering tips, automating code reviews, and more | Alexander Embiricos

Alexander Embiricos, the product lead for Codex at OpenAI, shares practical workflows for getting the most out of this AI coding agent. In this episode, he demonstrates how both non-technical users an...

12 Tammi 53min

Zapier’s CEO shares his personal AI stack | Wade Foster

Zapier’s CEO shares his personal AI stack | Wade Foster

Wade Foster is the co-founder and CEO of Zapier. In this episode, Wade shows how he uses meeting transcripts, Zapier agents, and even Grok to analyze company culture, evaluate interview candidates, an...

5 Tammi 41min

How Webflow’s CPO built an AI chief of staff to manage her calendar, prep for meetings, and drive AI adoption | Rachel Wolan

How Webflow’s CPO built an AI chief of staff to manage her calendar, prep for meetings, and drive AI adoption | Rachel Wolan

Rachel Wolan, the chief product officer at Webflow, has embraced AI not just as a product leader but as a hands-on builder. A coder since age 16, Rachel has returned to her technical roots by creating...

29 Joulu 202543min

How to get your whole team excited about AI (and actually using it) | Brian Greenbaum (product designer at Pendo)

How to get your whole team excited about AI (and actually using it) | Brian Greenbaum (product designer at Pendo)

Brian Greenbaum is a Senior Staff Product Designer at Pendo who led a company-wide AI transformation after a personal epiphany while on paternity leave. After experiencing the power of AI coding tools...

22 Joulu 202547min

How Zapier’s EA built an army of AI interns to automate meeting prep, strengthen team culture, and scale internal alignment | Cortney Hickey

How Zapier’s EA built an army of AI interns to automate meeting prep, strengthen team culture, and scale internal alignment | Cortney Hickey

Cortney Hickey is the executive assistant to the CEO at Zapier, where she’s leveraging AI to transform traditional EA responsibilities into scalable, organization-wide systems. In this episode, she de...

15 Joulu 202544min

ChatGPT agent mode: The “little helper” that transformed recruiting, crafted user personas, and solved parking nightmares | Michal Peled (Honeybook)

ChatGPT agent mode: The “little helper” that transformed recruiting, crafted user personas, and solved parking nightmares | Michal Peled (Honeybook)

Michal Peled is a Technical Operations Engineer at HoneyBook who specializes in building internal tools and automations that eliminate friction for teams. In this episode, Michal demonstrates three pr...

8 Joulu 202558min

Gemini 3 vs. Claude Opus 4.5 vs. GPT-5.1 Codex: Which AI model is the best designer?

Gemini 3 vs. Claude Opus 4.5 vs. GPT-5.1 Codex: Which AI model is the best designer?

I put three cutting-edge AI models to the test in a head-to-head design competition. Using the exact same prompt, I challenged Google’s Gemini 3, Anthropic’s Opus 4.5, and OpenAI’s Codex 5.1 to redesi...

3 Joulu 202525min

“PMs who use AI will replace those who don’t”: Google’s AI product lead on the new PM toolkit | Marily Nika

“PMs who use AI will replace those who don’t”: Google’s AI product lead on the new PM toolkit | Marily Nika

Marily Nika, AI Product Lead at Google and founder of the AI Product Academy, demonstrates how product managers can leverage AI tools to dramatically accelerate their workflow. Using a smart-fridge co...

1 Joulu 202540min