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Applied AI·October 16, 2026·1 min read

The PostgreSQL Global Development Group delays the general availability of PostgreSQL 19 after LLM-assisted code reviews uncovered architectural defects

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LLM-assisted review just forced one of the most battle-tested OSS projects to revert up to 10 features and slip GA — AI is becoming part of the safety net, not just the IDE. If you ship core infra, budget time for AI-driven review passes and be prepared for them to expand your bug backlog before they shrink it.

Applied AI

Anthropic says Claude traced NIST's ECDSA curve seeds to a pseudorandom number generator, challenging decades-old suspicions of an NSA backdoor in the algorithm

If Claude can reverse‑engineer the provenance of NIST’s ECDSA curve seeds, LLMs are now practical tools for auditing foundational cryptography and standards history, not just app code. Security and infra teams should start treating frontier models as first‑pass reviewers on legacy primitives and protocols you’ve long taken for granted.