DevToolsDigest: Issue #359
This week's digest includes news and resources from Meta, DX, and more.
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The Week in DevTools
The Building Blocks of Agentic AI: From Kernels to Clusters
Introducing the PyTorch-native agentic stack. This stack interoperates with the vast ecosystem, scales from thousands to hundreds of thousands of GPUs, and runs across a heterogeneous hardware landscape.
Forget About AI Regulation, Data Is the Real Wild West
One set of rules beats 50 competing ones. But even federal rules focused on AI outputs miss the point. The best time to regulate data was 10 years ago. The second best time is now before we build another decade of AI on top of regulatory sand.
Everything You Missed at JNUC 2025
The Mac admin world has evolved from a tidy collection of tools and policies into a sprawling ecosystem of code, identity, and automation. The question isn’t if teams will modernize - it’s how fast they can do it safely.
Industry Research
DORA Community Discussion: Making Sense of Complexity
In this presentation, special guest Dave Snowden, creator of the Cynefin framework, discusses how to navigate complex vs. complicated systems. Explore key principles like emergence and how this framework aids decision-making in technology.
AI-Assisted Engineering: Q4 Impact Report
This new quarterly series on AI-assisted engineering is designed to share perspective and provide a data-driven, moment-in-time pulse on how AI is reshaping engineering performance across the industry.
How I Use Every Claude Code Feature
"Having stuck to Claude Code for the last few months, this post is my set of reflections on Claude Code’s entire ecosystem. We’ll cover nearly every feature I use and, just as importantly, the ones I don’t."