From 6 Engineers to 2: Why Product and Engineering Are Merging episode artwork

EPISODE · Oct 15, 2025 · 49 MIN

From 6 Engineers to 2: Why Product and Engineering Are Merging

from Beyond Coding · host Patrick Akil

What if the standard 6-person software team is now obsolete? AI tooling isn't just a productivity booster; it's fundamentally blurring the lines between product and engineering, enabling smaller, more powerful teams to achieve what once took an entire department.We're joined by Kate Ivanova, a Product Manager with years of experience building AI products at Big Tech companies, to discuss this tectonic shift. She explains why the traditional handoff between disciplines is breaking down and what the new, merged "product-engineer" role looks like.In this episode, we cover:- Why AI enables smaller teams to have a massive impact- The merging roles of Product, Engineering, and Design- What skills make you one of the indispensable "2 engineers"- How to structure and manage a hyper-efficient, AI-native teamThis is a must-watch for founders building lean companies, and for engineers and PMs who want to understand their evolving role in the age of AI.Timestamps:00:00:00 - Intro00:00:57 - Are Agile Processes Obsolete in the Age of AI?00:02:46 - Why Product Managers Are Redefining Team Processes00:04:35 - The Mindset You Need for AI Product Development00:07:54 - How AI Is Forcing Product and Engineering Closer Together00:11:26 - Using AI as Your Personal Feedback Co-Pilot00:15:23 - The Critical Mistake to Avoid When Using AI for Product00:20:45 - The Ideal AI Product Team Composition of the Future00:26:10 - The New Expectations for Software Engineers in the AI Era00:32:05 - A Better Way to Manage Tech Debt and Developer Happiness00:34:46 - What Truly Makes Developers Happy at Work00:37:43 - Co-Creating a Vision That Actually Motivates Your Team00:40:59 - How to Receive Tough Feedback as a Growth Opportunity00:45:37 - The Painful Decision to Kill a Failing Project00:48:44 - The Most Important Skill for the AI Era

Episode metadata supplied by the publisher feed · Published Oct 15, 2025

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From 6 Engineers to 2: Why Product and Engineering Are Merging

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