From 6 Engineers to 2: Why Product and Engineering Are Merging
Beyond Coding15 Loka 2025

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

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 team


This 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 - Intro

00:00:57 - Are Agile Processes Obsolete in the Age of AI?

00:02:46 - Why Product Managers Are Redefining Team Processes

00:04:35 - The Mindset You Need for AI Product Development

00:07:54 - How AI Is Forcing Product and Engineering Closer Together

00:11:26 - Using AI as Your Personal Feedback Co-Pilot

00:15:23 - The Critical Mistake to Avoid When Using AI for Product

00:20:45 - The Ideal AI Product Team Composition of the Future

00:26:10 - The New Expectations for Software Engineers in the AI Era

00:32:05 - A Better Way to Manage Tech Debt and Developer Happiness

00:34:46 - What Truly Makes Developers Happy at Work

00:37:43 - Co-Creating a Vision That Actually Motivates Your Team

00:40:59 - How to Receive Tough Feedback as a Growth Opportunity

00:45:37 - The Painful Decision to Kill a Failing Project

00:48:44 - The Most Important Skill for the AI Era

Jaksot(248)

Rememberable Presentations and Personal Branding with Sabine Wojcieszak

Rememberable Presentations and Personal Branding with Sabine Wojcieszak

Sabine shares how to give presentations people will remember. How to leverage storytelling, stay authentic and create your content in a goal-oriented way. On top of that we discuss the importance of p...

18 Tammi 202342min

Job vs. Career, Content Creation & Motivation with James Q Quick

Job vs. Career, Content Creation & Motivation with James Q Quick

James shares how developer advocacy experience and content creation has helped him throughout his career, especially early on. Next to that, we discuss the difference between a job and a career, motiv...

11 Tammi 202357min

SexTech Startup with Emilie Wiersma

SexTech Startup with Emilie Wiersma

Tailoring to a user group which hasn't traditionally been tailored much to, Emilie aims to create the biggest sex-positive marketplace in the world with Konfettie! Like any other founder, she's had t...

4 Tammi 202352min

Dedicated Teams, Autonomy and Effectiveness with Serge Beaumont

Dedicated Teams, Autonomy and Effectiveness with Serge Beaumont

“What people want the most is to be useful, be effective and have an impact on the world. The specific responsibilities that come with it, tend not to be as important as that.“ Serge Beaumont shares h...

28 Joulu 202256min

Open Core, Pricing and AI product development with Dat Tran

Open Core, Pricing and AI product development with Dat Tran

Dat Tran shares how he co-founded Priceloop, what problem it solves and how he's choosing to open source the core product. I've seen more and more organisations choose this open core strategy. It remo...

21 Joulu 202255min

A Career as Tech Lead or Engineering Manager with Patrick Kua

A Career as Tech Lead or Engineering Manager with Patrick Kua

Engineers can get promoted to leadership positions without knowing what is expected of them. It's less of the same and more of a sidestep. Pat Kua and I discuss the tech lead and engineering manager r...

14 Joulu 202248min

Diversity, Inclusion and Work Culture in Asia with Priska Burkard

Diversity, Inclusion and Work Culture in Asia with Priska Burkard

A diverse work culture is what companies are striving for to gain an edge in innovation and to stand out as workplace environment. However, this is easier said than done. Priska and I explore the dive...

7 Joulu 202245min

Mental Health Problems and Conference Talks with Stacy Cashmore

Mental Health Problems and Conference Talks with Stacy Cashmore

Mental health is often overlooked until it's too late. When that happens, it's a long way back to recovery. Stacy Cashmore shares her story involving mental health problems and how trusting people and...

30 Marras 202257min