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Your LLM API Keys Are Cash. The METR Breach Proves It.
The METR attacker spent three weeks inside a researcher's cloud instance and touched nothing sensitive. They burned roughly $600,000 in inference credits instead, and that should change how you handle your own keys more than any data breach this year. Short version: a researcher ran agents on a...
Netflix's Chief Content Officer Bela Bajaria Exiting
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The Download: failed social media bans, and extending pets' lives
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The Decoherence Trap: When AI drowns out the signal in an endless sea of noise
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Building a read-only city-data MCP: street identity, missing data and honest comparisons
I work on Callejear, an independent project for exploring municipal data in Spain. We recently exposed a read-only MCP service for Madrid. The useful engineering lesson was that making data callable is only part of the job: the response contract must also prevent an assistant from drawing concl...
Per-user ownership in a .NET Minimal API (and how the user reaches your endpoint)
In the first post I shared a . NET 10 starter template and listed what it doesn't do yet. The biggest item on that list was this: any authenticated user could update or delete any product.