Why Engineering Managers Are the Most Valuable Hires in AI

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Why Engineering Managers Are the Most Valuable Hires in AI<br>While engineers, PMs, and designers argue over who AI makes redundant, former managers are shipping more product than ever without them.

Michael Carroll<br>Jun 03, 2026

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Marc Andreessen has a name for what’s happening right now between engineers, product managers, and designers. He calls it the Mexican standoff:<br>Every coder now believes they can also be a product manager and a designer, because they have AI. Every product manager thinks they can be a coder and a designer. And every designer knows they can be a product manager and a coder.

If you’ve spent any real time in technology leadership, this standoff should be familiar from long before AI. It’s been playing out in product reviews and sprint planning meetings for as long as there’s been software. Each of these three groups secretly believes that, if they cared enough, they could do the job of the other two. But, they tell themselves, they don’t care enough, so they need the other two for now. It’s the engineering world’s Mutually Assured Destruction work dynamic.

But in the era of AI, the knowledge and capability gaps between what each can do have shrunk considerably. You don’t even need to care that much to vibe code a feature, build a UX interface that looks pretty slick, or do... whatever it is that product managers do 😉.<br>So who is actually winning in this new dynamic? Turns out: none of them. It’s the engineering manager.<br>Thanks for reading The Everything Engineer! Subscribe for free to receive new posts to your inbox before they are posted anywhere else.

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Anthropic Is Paying a Premium for People Leaders with No People to Lead

Let’s talk about two categories of viral posts that have been buzzing around social media.

The first : Someone finds an Anthropic job listing — $570K total comp for a software engineer, with a note at the bottom that the role “may not exist in 12 months” — and pairs it with Dario Amodei’s repeated statements that AI will handle most or all of what engineers do within six to twelve months.

The reaction online? Hypocrites.

The reassurance in the comments? Engineers still matter, don’t panic.

The second is a more recent phenomenon. A CTO left a public or high-growth start-up to be a technical contributor at Anthropic. Peter Bailis, for example, who left as CTO of Workday — an $8B revenue, 18,000-person company — to join Anthropic as a “Member of Technical Staff” focused on reinforcement learning. Mike Krieger, co-founder and CTO of Instagram, joined Anthropic as CPO in 2024 and then stepped back in January 2026 to be a technical staff member. Other high-profile announcements keep following.

ethan ding 📊@TheEthanDing

HOW IS IT NOT CONSIDERED NEWS AT ALL THAT PETER BAILIS, CTO OF WORKDAY, JUST LEFT TO JOIN ANTHROPIC AS AN ENGINEER

Matt Slotnick @matt_slotnick

did they really have to rub it in with the title like this

3:33 PM · Apr 8, 2026 · 2.88M Views

135 Replies · 324 Reposts · 12.9K Likes

The reaction? Wow, Anthropic must be the hot place to be. A talent signal. A prestige move.<br>Sure. But both readings miss the bigger point: Anthropic thinks that the winners in the new future are engineering-minded people managers . Technical leaders who, at some point, moved from building things to building and managing the systems and teams that build things — and kept their core skills sharp while doing it. People who’ve spent years owning complex systems, managing dependencies, reducing risk, and delivering despite chaos.<br>And a growing number of managers are showing they are very happy to give up managing people and become super-powered individual contributors.<br>Why Managers Can Do It All

Back to the standoff.<br>Others have noted that Andreessen’s word choice implies the designer has the edge — the coder believes they can do it, the PM thinks they can, the designer knows it. Maybe. But the more important thing his framing reveals is that all three are optimizing for the same thing: proving that their slice is the most valuable one.<br>That’s the IC trap, and it applies equally to coders, designers, and PMs. The engineer owns the code. The designer owns the interface. The PM owns the requirements. When something ships and succeeds, they can each claim credit for their domain. When it ships and fails, they can each point at the seams between them.<br>The engineering leader has no seams to point at.<br>This is the structural reality that most commentary on AI and engineering roles has missed: the engineering manager is the only person in the standoff who has been required - not encouraged, not advised, but structurally required - to hold the whole system. Not because they’re smarter or more experienced, but because their accountability doesn’t stop at a domain boundary. They own the outcome. When it fails, it’s on them. When the postmortem happens, they’re in...