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Analytical code inspection highlighting a memory reference pointer in an intricate data stream pipeline
Engineering & Coding, Lifesavers, LLMs, Machine Learning & AI

Ten Thousand Paths Before Breakfast: Why Human Code Review Can’t Compete with AI Brute Force

When cybersecurity headlines buzzed about AI chaining decades-old PHP behaviors, Mauricio and I experienced the exact same phenomenon auditing my research codebase: a subtle shallow-reference bug. Here is why AI makes the ultimate unblinking auditor, and why finding logic debt doesn't mean your science is...