Show Notes
What happens when a product leader accidentally becomes an AI engineer? In this episode, Teresa Torres shares how she went from occasional tinkerer to spending 60% of her time doing real engineering work — building AI-powered tools for continuous discovery, forming a licensing partnership with Vistaly, and quietly constructing "Teresa Bot," an AI discovery coach trained on everything she's ever written.
Teresa and Petra dig into what AI engineering actually looks like in practice: context engineering, prompt writing, RAG, observability, evals, and why Teresa thinks product managers who want to do great discovery might secretly be data scientists at heart. They also bust the myth that you need a strong engineering background to build in this space — and make the case that the most important skill right now isn't coding. It's being willing to learn.
More from All Things Product with Teresa and Petra
Team events are making a comeback. After years of remote work and tight budgets, companies are bringing people together again, and many are looking for experiences that go beyond the usual offsite. So should companies deliberately send their people somewhere strange, uncomfortable, and awe-inspiring, and what actually happens to a team when they do?
You've got twelve people and one hour booked at next week's offsite. Can someone teach your team to do continuous discovery in that hour? Teresa Torres's answer is a flat no — and this episode is about why.
We now record almost everything — every meeting has an AI note-taker, and some people wear glasses that capture every word. So what does that do to our relationships when nothing is forgotten and everything can be fact-checked?
Is innovation the goal — or just a byproduct of solving customer problems well? In this episode of All Things Product, Petra Wille and Teresa Torres unpack one of the most misused words in product: "innovation." Teresa makes the case that chasing novelty for its own sake pushes teams toward complex solutions that don't actually serve customers better, while Petra argues that simplicity and reduction can be their own kind of innovation.
What if the ideas you throw away tell you more about the health of your product process than the ones you ship?