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Congratulations, You Paid Twice!

The first consumer protection AI doesn’t have You ask a question. The model answers with total confidence. You point out it’s wrong. It agrees enthusiastically. “You’re absolutely right.” Then it generates the corrected answer. Congratulations. You just paid twice. Once for the mistake, once for the apology. No other product works this way. Or so…

Podcast Episode: AI Quality And Cloud Support

Pip: Welcome to Azure Advice, where the code is clean, the failures are fractal, and Tuesday is always a production incident. Mara: Christoph Corder has two posts out this week — one on why AI-generated code breaks in ways that look nothing like human mistakes, and one on the forensic discipline cloud support quietly invented…

Why AI Code Review Needs a New Approach

You Can’t Smell Bad AI Code What if the tool saving you the most time is also creating problems you’re not equipped to find? That’s not a hypothetical. That’s Tuesday. For years, experienced engineers developed a sense for bad code. It had tells. Inconsistent naming. Shortcuts in the wrong places. Comments that explained what the…

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