AI Writes the Code. So What's Left for Engineers? - Laurie Voss, Arize AI

Laurie Voss, head of developer relations at Arize AI and co-founder of npm, argues that coding agents made writing code nearly free, so the bottleneck keeps moving: first to code review, then to operations and security. What agents can't take over is finding out what people actually need and defining what "good" means. He calls the job that remains the product engineer, looks at the data on collapsing junior hiring, and lays out what engineering leaders should do now.

Chapters
00:00 Intro: beyond the AI engineer
01:19 Code got free, so the bottleneck moved
03:04 8x more code, only 30% faster shipping
04:39 Can machines do code review?
08:02 The theory of constraints
09:00 The next bottlenecks: ops and security
11:21 What agents won't eat: deciding what good means
13:45 Essential complexity and the spec
16:34 The product engineer
19:45 The junior developer problem
22:57 For people who love the craft
25:11 What to do now

Laurie Voss, Arize AI

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