
#0124 - Product people using AI will replace those who don't - with Christian Crumlish
From No Nonsense Agile Leadership by Murray Robinson & Shane Gibson
May 20, 2026 · 42 min · Episode 125
About this episode
The episode discusses the integration of AI in product management and the importance of human judgment.
In this episode, we're joined by Christian Crumlish to explore what it actually looks like to build products with AI in the real world. We dig into AI-assisted product management, coding workflows, multi-agent orchestration, testing, verification, and why human judgment still matters more than ever. Christian shares practical examples of using tools like Claude and Cursor to accelerate learning, prototyping, and software delivery, while Murray and Donna challenge the hype around AI replacing skilled practitioners. Join us for a grounded and thoughtful discussion about AI as a capability amplifier, not a silver bullet.
People in this episode
Hosts: Murray Robinson, Shane Gibson
Guest: Christian Crumlish
Topics covered
- AI in product management
- AI-assisted workflows
- human judgment in AI
- software delivery
- prototyping with AI
Keywords
- AI
- product management
- coding workflows
- multi-agent orchestration
- software delivery
- prototyping
- human judgment
Mentioned in this episode
Products: Claude, Cursor
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