Aishwarya Reganti and Kiriti Badam introduce the Continuous Calibration/Continuous Development (CC/CD) framework for building AI products. They argue AI systems are non-deterministic and require negotiating a tradeoff…
Marty Cagan argues that established companies often lose their capacity for continuous innovation, and that a deeper root cause than the usual focus on scale and execution is an "IT mindset" applied to product work. He…
Marty Cagan contrasts the traditional project model, where IT builds specific features by fixed dates, with the product model, where durable teams own business outcomes. He argues projects are slow, costly, and produce…
“You find yourself in a conference room with your product team. The white board is covered with sketches. You have an idea that everyone is excited about. You mapped it out. You have a plan. Your engineering team is anxious to get started. This is what makes building products fun”
Product management is laced with one stubborn bias: we overvalue our own ideas about what to build next. Steve (Vistaly) says minds rarely change until teams hear customers describe the problem in their own words. That's why Vistaly puts interview evidence directly on the opportunity solution…
Compliance can become an opportunity for innovation. This week on Product Thinking, @tomerlondon, CPO at @GustoHQ, shares how embedding lawyers in product teams ensures compliance is part of the process. 🎙️Listen now:
Teresa Torres introduces the product trio: a product manager, designer, and engineer who share responsibility for product decisions rather than handing work off in sequence. She argues the traditional handoff model…
This edition of Lenny Rachitsky's Q&A newsletter answers three reader questions about early-stage product and team building. It lays out five tactics for solving the marketplace cold-start problem, mostly centered on…
Teresa Torres argues that effective product teams should pair two discovery activities every week: continuous customer interviewing to find opportunities, and assumption testing to evaluate solutions. Visualizing this…
This reading guide kicks off the Continuous Discovery Habits five-year anniversary book club, focusing on Chapter 8, 'Supercharged Ideation.' It argues that generating many ideas, rather than settling on the first one…
Cagan and Jones argue that moving to a product operating model changes not just product teams but the business stakeholders who rely on them. The shift is from shipping feature roadmaps (output) to solving customer and…
Cagan distinguishes live-data prototypes, which are real code sent live traffic (usually in A/B tests) to prove an idea works, from production software that the business can run on. Production demands complete critical…
Teresa Torres argues that as a product grows and the leader can no longer be everywhere, the vision must be turned into guardrails that let others decide autonomously yet consistently. Drawing on the Heath brothers'…
Lenny Rachitsky shares a guest post by prompt engineer Mike Taylor covering eight prompting techniques, from role-playing and few-shot examples to chain-of-thought, retrieval, and using an LLM as a judge. Each tactic…
"It can feel like you are the lone champion pushing for change in your organization." That's why we are reading Continuous Discovery Habits together throughout 2026. 📚 The book turns five this year and many of you have bought and read it. But reading isn't the same as doing. So we are reading…
This podcast episode introduces "trash can tracking," a technique where teams place trash can symbols on discovery and delivery boards to make the work they deliberately discard as visible as the work they ship. Host…
Marty Cagan argues that once a product strategy is set, leaders cannot simply step back, because no strategy survives contact with reality. Teams will hit dependencies, technical gaps, customer crises, platform…
Tal Raviv argues that LLMs become genuinely useful for complex knowledge work only when given persistent, rich context about a person's goals, role, team, and organization. He calls this setup a personal "AI copilot"…
Melissa Perri recounts how her consulting work began by sneaking product management into companies under buzzwords like agile and digital, since 'product management' itself got doors shut. Executives' stated reason for…
Lenny Rachitsky argues that non-technical people should use Claude Code, which he frames as a local-feeling AI agent that can act on files and tools on a computer. The post walks through installation steps, shows five…