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AWS re:Invent 2024’s Graviton4 and Nova: Six Months In, Separating Hype from Hard Numbers

The Setup: Two Pieces of the Same Puzzle Last November at re:Invent, AWS dropped two things that got the usual amount of buzz. Graviton4 processors powering new R8g and C8g instances. Amazon Nova, a family of foundation models undercutting the market on tokens. On the surface, they seemed like separate announcements. They’re not. Both are …

Salt Typhoon’s Long Shadow: Why Your API Security Plans Need an Overhaul in 2026

The Breach Nobody’s Talking About Enough Last December, the U.S. government confirmed what security researchers had been tracking for months: Salt Typhoon, a Chinese state-sponsored operation, had successfully compromised at least nine major telecommunications carriers including AT&T and Verizon. We’re not talking about a limited intrusion. The scope here is staggering. Over 1 million individuals …

GitHub Copilot Workspace Is Quietly Reshaping How Senior Engineers Think About Code Review in 2026

The Shift Nobody Wanted to Admit Was Coming I’ve been doing code reviews for fifteen years. I’ve sat in rooms with architects who could spot a race condition in their sleep. I’ve also watched those same people struggle to keep up with pull request volume, context-switching between repositories, and the grinding fatigue of holding an …

DOGE’s Federal IT Cuts Are a Masterclass in What Not to Do to Legacy Infrastructure

The Operating Theater Never Closes I spent most of the 2000s managing infrastructure at a financial services company. We ran systems that processed transactions worth billions daily. The network never shut down. The databases never went dark. When you’re responsible for that kind of operation, you develop a particular kind of respect for boring things: …