The One With Damion Yates and Building AI systems

The One With Damion Yates and Building AI systems

How do you introduce Site Reliability Engineering to an AI research lab, bringing concepts of scale to engineers who are at the leading edge of AI systems?

In the latest episode of The Prodcast, hosts Steve McGhee and Florian Rathgeber chat with Damion Yates, who helped establish the reliability engineering culture at Google DeepMind. Damion shares his journey of bringing scalable infrastructure to DeepMind, supporting massive machine learning experiments.

Discover the unique challenges of supporting AI research, such as managing highly expensive "lockstep" training models where a single machine failure halts the entire process. Damion also explains why he believes "luck is our enemy" in systems engineering, and why protecting a research scientist's time is the ultimate metric for success.

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Avsnitt(60)

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Adam Kramer discusses Incident Response

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Courtney Nash of The VOID discusses the role of human expertise in managing complex systems, and how SREs continue to bring critical value even as technology and AI evolve.

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John Allspaw at SREcon Part 2

John Allspaw at SREcon Part 2

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John Allspaw at SREcon Part 1

John Allspaw at SREcon Part 1

John Allspaw discusses reliability with Prodcast host Steve McGhee at SREcon Americas 2026

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We speak with Ricard Bejarano about being an SRE at home, discussing Home Lab systems.

2 Juni 7min

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We sit down with Matt Zelesko, VP of SRE at Google, for a candid talk about how AI is changing SRE — and how it's not.

26 Maj 23min

Handling Burnout with Sam Anderson

Handling Burnout with Sam Anderson

Sam Anderson shares his experiences with burnout, and how to support yourself as a reliable system.  Sam provides guidance on how to deal with burnout, and some suggestions on how to avoid burnout thr...

21 Maj 10min

The One with Crisis Engineering and Mikey Dickerson

The One with Crisis Engineering and Mikey Dickerson

Crisis Engineer Mikey Dickerson joins us to talk about what constitutes a crisis. Mikey draws on his broad experience across industry and the public sector, as well as on work with his team of systems...

15 Maj 43min

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