Is hiring a person still your default answer to a problem? For a growing number of startups, it shouldn't be.

In this episode, Yaniv Bernstein is joined by returning guest Matt Cook, co-founder of Scouut, one of Australia's most respected engineering recruiters for early-stage startups, to unpack what's changed in engineering hiring since Matt's last visit. They cover ‘team debt’ (the AI-era sequel to tech debt), why AI is acting as an appetite suppressant for headcount, why the best engineers are now worth $400K+, and why the ‘software factory builder’ is becoming the most sought-after hire in tech.

In this episode, you will:

Understand "team debt", and why teams built to solve today's problems are already becoming obsolete
Learn why "removing the crutch" (like scrapping a QA gating function) forces the kind of AI-native change that timid, incremental adjustments never will
Discover why most startups were already overstaffed before AI, and why AI now acts as an ‘appetite suppressant’ for hiring rather than just an efficiency tool
Hear why hiring should now be treated as a last resort, and what that actually means in practice for founders
Understand why compensation banding and headcount-based budgeting are breaking down, and what smart companies are replacing them with
Learn about the rise of the ‘software factory builder’: the rare, highly-paid engineer who uses their judgment to build airtight, AI-based infrastructure the rest of the team can lean on

Timestamps

00:00 Coming Up...

00:58 On Today's Show: Matt Cook on 'Team Debt'

02:36 What is Team Debt?

05:12 Refocusing on AI Native Solutions

10:40 Unlearning Old Hiring Ladders

12:04 Why Companies Are Oversized

14:59 AI, the 'Corporate Ozempic'

19:25 Layoffs and Team Composition

24:02 Disrupting Yourself at Series B

28:12 The Salary Race for AI Engineers

34:01 Limitations of Headcount Budgeting

38:16 How Downsizing Can Help You Grow

41:13 ClickUp's 'Hail Mary' Pivot

44:26 Software Factory Builders and 'Forward Deployed' Automation

49:14 Maintaining Safe Internal Software

54:25 Closing Thoughts

Resources mentioned

Scouut (Matt Cook's engineering recruitment firm for early-stage startups): https://scouut.com.au/
Matt Cook on LinkedIn: https://www.linkedin.com/in/matthewmarkcook/
'Corporate Ozempic' by Scott Galloway — the essay behind the AI/hiring analogy Yaniv references: https://www.profgalloway.com/corporate-ozempic/

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Key links

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Learn more about Chris and Yaniv

Work 1:1 with Chris: http://chrissaad.com/advisory/

Follow Chris on Linkedin: https://www.linkedin.com/in/chrissaad/

Follow Yaniv on Linkedin: https://www.linkedin.com/in/ybernstein/

Producer: Justin McArthur https://www.linkedin.com/in/justin-mcarthur

Assistant Producer: Steph Hefferan https://www.linkedin.com/in/steph-heff/

Intro Voice: Jeremiah Owyang https://web-strategist.com/

Avoiding ‘team debt’ by building small and smart (w/ Matt Cook)

The Startup Podcast

Avoiding ‘team debt’ by building small and smart (w/ Matt Cook)