Descriptions:
In this episode of *How I AI*, host Claire Vo interviews Dan Roth — longtime editor at LinkedIn and formerly at Fortune, Wired, and Forbes — who has used Claude Code to build and ship iOS apps to the App Store despite having no software engineering background. The centerpiece of the conversation is Roth’s custom multi-agent setup: two Claude Code instances named Bob and Ray working in tandem. Bob (“Bob the Builder”) handles implementation, while Ray acts as a senior security-obsessed engineer who reviews every milestone before code ships. Roth himself plays tiebreaker when the agents disagree.
The discussion goes deep on practical workflow lessons that non-technical builders often learn the hard way: always work in branches (Roth describes weeks of debugging a failed merge to main as a formative lesson), read implementation plans before approving builds, and resist making the workflow so automated that you stop learning the underlying logic. Roth frames his role not as a PM or engineer but as “a really picky customer” — someone who knows exactly what they want and communicates it clearly, letting the agents handle execution.
For builders exploring vibe-coding and agentic development with tools like Claude Code, this episode offers a rare ground-level view from someone who went from zero to production. The Bob-and-Ray architecture is a reproducible pattern for injecting security review into AI-assisted development without requiring deep technical expertise.
📺 Source: How I AI · Published March 16, 2026
🏷️ Format: Hands On Build
