“Listen to this episode on: Spotify | Apple Podcasts In this episode of All Things Product, Petra Wille flips the script and asks Teresa Torres a big, timely question: How do product teams learn to build AI-powered products—beyond just dabbling with ChatGPT? Teresa shares fresh insights from her own”
This podcast episode features three leaders from Neople, a company building 'digital coworkers' that automate work such as customer support, invoice processing, and drafting emails. The conversation traces how Neople…
Marty Cagan argues that generative AI will reshape how product teams are built and how they work, drawing on his decades of experience through successive tech disruptions like the PC, the internet, and mobile. He is…
This episode of Just Now Possible features three Hertility team members discussing how they build AI diagnostic tools for women's health in the UK and Ireland. Hertility combines online health assessments, at-home…
Lenny Rachitsky surveyed hundreds of product managers, then ran follow-up calls, to collect concrete ways PMs use Perplexity, the AI-powered search engine, in their daily work. The post groups 27 real prompts into six…
Teresa Torres interviews Ellen Brandenburger, a former product leader at Stack Overflow, about how the company responded when ChatGPT abruptly changed developer behavior. Ellen describes the creation of Overflow AI, a…
Teresa Torres recounts building an AI-powered 'interview coach' that gives students feedback on practice customer interviews, grounded in her Continuous Interviewing course rubric. She describes moving from a…
This episode of Teresa Torres's podcast walks through how Trainline, a 25-year-old rail and coach ticketing platform, built Travel Assistant, an AI-powered companion for travelers facing disruptions and needing…
An interview-style episode with Marily Nika, an AI product leader, on how product managers can use AI in their work and build AI-powered products. She covers practical ChatGPT prompts, when to build versus buy models…
This episode of a product podcast features Incident.io's founding engineer Lawrence Jones and AI product lead Ed Dean discussing how their team is building an AI SRE that helps diagnose and respond to production…
Teresa Torres shares answers from the Q&A of her webinar on building AI evals for the Interview Coach, a teaching tool that gives students feedback on their customer interviews. She explains her lean, hands-on tooling…
This episode of Just Now Possible features three leaders from Healio, a 125-year-old medical publisher, discussing how they built Healio AI, an assistant helping physicians prepare for patient care. The core argument is…
Teresa Torres explains that she began building AI products with no team to lean on, and that hands-on work with Claude Code is how she and other product people are building the skills needed for AI product work. She…
Teresa Torres interviews the co-founders of Earmark, a productivity suite that runs multiple AI agents during live meetings to produce finished artifacts such as specs, tickets, and prototypes rather than passive…
Marty Cagan reflects on two years of generative AI's impact on product management, distinguishing between adding AI to products and using AI to change how products are built. He admits his earlier predictions were too…
The post argues that 'AI agent' covers very different systems, so teams should first categorize each idea by architecture before prioritizing. It proposes three categories (deterministic automation, reasoning and acting…
John Cutler argues that AI tools can reduce the cost of gathering and reusing context, which he calls a 'recontextualization tax' that teams pay whenever knowledge has to be re-explained across people, documents, and…
Teresa Torres walks non-specialists through how large language models like ChatGPT, Claude, and Gemini turn a prompt into a response, without assuming any machine learning background. She organizes the explanation…
Teresa Torres and Petra Wille challenge the popular claim that AI has made software delivery free, arguing that while building a single feature is far cheaper, producing a real, production-quality product is not. They…
Teresa Torres describes building AI-generated opportunity solution trees for Vistaly as a product manager stepping into engineering with AI assistance. The core difficulty was updating an existing tree with new…
John Cutler critiques the recurring pattern of slides that wrap AI into old SDLC diagrams with logos, claiming the 'bottleneck has moved' and that the answer is settled, even as new methods appear weekly. The essay…
This episode of Teresa Torres's show features Jack Taylor and Ibrahim Faruqi of Gradient Labs, an AI-native fintech startup automating customer support. They argue frontline answers are only the visible tip of support…
This episode of Just Now Possible features AITropos founders Santi Marchiori (CEO) and Juan Haedo (CTO) discussing how they built an AI order-taking agent that handles the full ordering flow inside WhatsApp for…
Teresa Torres recounts how, starting as a complete AI beginner after an ankle injury in March 2025, she transformed her product-discovery work over about fifteen months. She moved from using ChatGPT as a search engine…