Скачать или смотреть Teresa Torres on Building AI Products and the Future of Product Discovery

The conversation that revealed how the world's leading product discovery expert went from knowing nothing about building AI to launching a production-ready product in weeks. I sat down with Teresa Torres (author of Continuous Discovery Habits) and discovered why she thinks AI will make discovery more important, not less.

This isn't another AI hype conversation. Teresa shares the real journey from a single Claude prompt to building an AI interview coach that gives students two pages of personalized feedback on eight-minute interviews. She breaks down evals, workflows, and why ChatGPT started hallucinating quotes after the New York Times lawsuit.

If you're wondering whether AI will replace product discovery or thinking about building AI features, this conversation will change how you see both.

Alloy.app brought this episode to you. It's your way of creating real prototypes like your product.

Key insights:
Why delivery getting cheaper makes discovery everything
How to use AI as a thought partner, not an outsourcer
The interview coach that evolved from one prompt to complex workflows
Why evals are the secret weapon of AI product development
How to identify assumptions even in feature factory environments
Why Claude finds opportunities you miss (and misses ones you find)
The future where companies build everything and customers hate it

No frameworks. No shortcuts. Just the real mechanics of building AI products from someone who actually did it.

Timeline:

00:01 - Intro
01:01 - What building an AI product says about PM's future
04:21 - Which discovery habit teams struggle with most
06:03 - Where to start discovery in feature factory environments
08:43 - The LinkedIn advice problem and going to the source
12:23 - Why cheap delivery makes discovery everything
16:48 - Using AI as thought partner vs outsourcing work
22:53 - From broken ankle to production AI product in weeks
26:39 - The 60% to 90% journey nobody talks about
30:13 - When you think about giving up (spoiler: she didn't)
32:55 - Alloy - Prototypes that look exactly like your product
33:21 - One prompt to four prompts and contradictory results
35:44 - The moment evals became essential
39:07 - When AI finds opportunities you missed
44:09 - ChatGPT hallucinations and the New York Times problem
46:37 - What's next for the interview coach
50:15 - Partnership vs building everything yourself
53:40 - The new subscription and "Just Now Possible" podcast
56:19 - Why personal stories beat expert claims

Watch if you're building AI features or want to understand how discovery evolves in an AI world.

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Follow me on: 
- LinkedIn:   / davidavpereira  
- Twitter:   / davidavpereira​  
 - Medium:   / davidavpereira