Engineering at Scale

What the rest of the industry is shipping

Curated commentary on engineering blogs, web platform updates, and industry signal — the reading that informs the AWS work.

How Netflix, Uber, Meta, and others actually operate in production.

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java

Netflix Ditches Java Classpath for Faster Builds

Netflix found a way to speed up Java builds by removing the traditional classpath. The trade-off is significant complexity.

· 1 min read
cpu

CPU Shortages Driven by AI Agents, Not Just AI Training

The latest hardware crunch isn't just about training models, but also about agents using CPUs for tool execution.

· 1 min read
netflix

Netflix's Workload Attestation: Trading Cloud Identity for Control

Netflix details their custom workload attestation system, trading cloud provider IAM for deeper control and security.

· 1 min read