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Article It measures conformity, not security
Volkswagen blocks GrapheneOS while admitting baseline devices. The gate measures configuration identity, not security posture.
The cache we enabled was a 25% surcharge.
A broken prompt-cache config charged Foundry a 25% input premium for 11 days. The fix, the batch ratio, and why RAM prices set your token bill.
The same AI you're shipping wrote the malware
10,000 trojan GitHub repos weren't a malware breakthrough - they prove LLM safety lives in the model while abuse happens in the unguarded pipeline.
Zero-Touch OAuth strips the 2025-06-18 MCP mandate
Zero-Touch OAuth for MCP fails as a trust-on-first-use design: unauthenticated dynamic client registration and unbound bearer tokens enable session hijack.
GitHub's scanners cleared 10,000 trojan repos
10,000 GitHub repositories distributed trojan malware because platform presence was treated as validation. The control was assumed, not enforced.
MITRE already filed your detection bypass as AML.T0015
ML malware detection is a deterministic classifier with a mappable decision boundary. Attackers exploit its learned bias. That demands more engineering.
Certified is not secure
Volkswagen blocking GrapheneOS shows what it costs when one attestation flag replaces a real risk decision, and why orchestration beats a longer blocklist.
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