Coaching in the Age of AI

<p>Christian Idiodi sits down with SVPG founder and partner Marty Cagan to reconsider a position SVPG has held for 20 years: that great product people are developed primarily through human coaching. Marty makes the case that foundation models, when grounded in the right operating model and strategic context, have crossed the threshold to serve as scalable, always-on product coaches. They’re not a replacement for managers, but a practical alternative for the 99% of product people whose managers lack the time or craft to coach them.</p><p>–</p><p><strong>Today’s discussion unpacks:</strong></p><ul><li><p>Why &quot;model as coach&quot; is a real shift, not a hype cycle</p></li><li><p>What human managers still bring that an AI coach can’t</p></li><li><p>The single most important instruction to give your LLM coach: which operating model to work in</p></li><li><p>How to develop real product sense without outsourcing your thinking</p></li><li><p>The surprising domains where an AI coach is becoming effective</p></li></ul><p>–</p><p><strong>References:</strong></p><ul><li><p>Anthropic:<a href="https://www.anthropic.com/"> <u>https://www.anthropic.com/</u></a></p></li><li><p>Claude Code:<a href="https://www.anthropic.com/claude-code"> <u>https://www.anthropic.com/claude-code</u></a></p></li><li><p>Google Gemini:<a href="https://gemini.google.com/"> <u>https://gemini.google.com/</u></a></p></li><li><p>OpenAI:<a href="https://openai.com/"> <u>https://openai.com/</u></a></p></li><li><p>Teresa Torres:<a href="https://www.linkedin.com/in/teresatorres/"> <u>https://www.linkedin.com/in/teresatorres/</u></a></p></li></ul><p>–</p><p><strong>SVPG on product coaching and AI:</strong></p><ul><li><p>Product Coaching and AI:<a href="https://www.svpg.com/product-coaching-and-ai/"> <u>https://www.svpg.com/product-coaching-and-ai/</u></a></p></li><li><p>AI Product Coach examples:<a href="https://www.svpg.com/examples/"> <u>https://www.svpg.com/examples/</u></a></p></li></ul><p>–</p><p><strong>Where to find Marty Cagan:</strong></p><ul><li><p>LinkedIn:<a href="https://www.linkedin.com/in/cagan/"> <u>https://www.linkedin.com/in/cagan/</u></a></p></li><li><p>SVPG profile:<a href="https://www.svpg.com/team/marty-cagan/"> <u>https://www.svpg.com/team/marty-cagan/</u></a></p></li></ul><p>–</p><p><strong>Where to find Christian Idiodi:</strong></p><ul><li><p>LinkedIn:<a href="https://www.linkedin.com/in/cidiodi/"> <u>https://www.linkedin.com/in/cidiodi/</u></a></p></li><li><p>SVPG profile: