All episodes

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....

Is the "product builder" trend the future of product management—or just the latest thing everyone thinks you should be doing?

In this episode, Petra Wille and Teresa Torres push back on the hype. They dig into whether product managers should be vibe coding, what actually determines if it works (spoiler: it's your org setup, not the tools), and why "just because you can doesn't mean you should." They also break down the three distinct layers where AI is changing product work—and why mixing them up causes chaos.

Whether you're a PM wondering if coding is now part of your job,...

Is "taste" the must-have skill of the AI era — or just the latest tech buzzword? In this episode, Petra Wille and Teresa Torres unpack the growing hype around taste as a differentiating human trait in a world where AI is eating through design, delivery, and discovery. Teresa pushes back hard: taste is rarely defined, can't be easily taught, and risks becoming a cover story for "my preference trumps yours." Petra adds nuance, acknowledging the real pattern-recognition that comes from years of product experience — while questioning whether it's actually worth investing in. Together they trace the idea back to...

When things feel uncertain, many companies default to command-and-control leadership. It feels faster, safer, and more decisive. But is it actually effective?

In this episode, Teresa Torres and Petra Wille unpack the real role of command and control in modern product organizations. They explore why it keeps resurfacing, where it might work (if ever), and why it often breaks down at scale.

Through practical examples—from burning house analogies to real-world product teams—they challenge the idea that strong leadership means centralized decision-making. Instead, they make the case for a more nuanced approach: setting direction, building trust, and enabling teams to contribute...

AI headlines are everywhere—and many claim they know exactly what’s coming next.

In this episode, Teresa Torres and Petra Wille push back on that certainty. They explain why people are bad at predicting the future and why betting on a single outcome can be risky.

Instead, they share a more useful approach: scenario planning. Explore multiple possible futures, extract what matters, and use it to make better decisions today.

If you’re navigating AI-driven change, this episode will help you stay grounded without ignoring what’s coming.

As AI makes it easier than ever to generate ideas and build products, some people are asking: Do we still need product managers?

In this episode of All Things Product, Petra Wille and Teresa Torres argue that the real work of product management isn’t going away anytime soon. While AI can help build things faster, it can’t replace the relationship work required to align stakeholders, navigate competing priorities, and create shared understanding across teams.

They explore why many product teams become overly transactional, how curiosity unlocks better collaboration, and why investing in relationships actually helps teams move faster in the...

In the AI era, new tools seem to appear every week. It’s exciting—but it can also feel overwhelming. How do you keep up without burning out?

In this episode, Petra Wille and Teresa Torres talk about how they deal with FOMO when it comes to new technology—especially in the fast-moving world of AI. They share how they decide which tools are worth exploring, why they don’t try everything that trends on social media, and how focusing on real problems helps them go deeper instead of chasing every shiny new thing.

Teresa explains why she starts with opportunities and friction rather...

Is product management dead?

Petra Wille and Teresa Torres unpack the big question making the rounds at conferences: Is PM disappearing—or evolving?

Their take: product management isn’t dead. But the traditional product trio (PM, design, engineering) is collapsing into something new.

AI is raising the baseline. More of the repeatable 80% can now be built by anyone with the right tools. The future belongs to “product builders” — people with a shared foundation across disciplines and deep expertise in one area.

If you work in product, design, or engineering, this episode is your signal to start upskilling.

What happens when AI starts giving advice in your voice — advice you’d never actually give?

In this episode, Petra Wille and Teresa Torres unpack the rise of AI “clones” built from podcast transcripts and public content. They explore where experimentation is exciting, where it crosses ethical lines, and what happens when mediocre AI outputs get attributed to real people.

They discuss IP, open-sourced transcripts, pirated books in LLMs, inference costs, and the uncomfortable question: if anyone can prompt “act like Teresa,” how do creators make a living?

This isn’t anti-AI. It’s a nuanced conversation about quality, consent, and remembering...

When the world feels like it’s spinning out, it can be hard to stay grounded—especially if you’re someone who cares deeply and pays attention. In this episode, Petra Wille and Teresa Torres talk about what it looks like to stay sane (and still be helpful) when everything feels “bonkers.”

They share practical ways to cope without checking out: living your values in small, daily decisions; choosing where you invest your attention, time, and platform; and building bridges instead of feeding polarization. Along the way, they explore the idea of “under-complexity” (how oversimplified narratives make anxiety worse), how to seek more...