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Applied AI·October 22, 2026·1 min read

Claude flags nearly 500 worrying open source security issues — C, Java, and Python code all at risk as one flaw wasn't spotted for 21 years

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Claude surfacing ~500 issues, including a 21-year-old flaw, shows LLMs are now practical tools for mining legacy codebases for latent risk. But Anthropic’s point stands—if your strategy is "hunt individual vulns forever," you’re losing; start reducing exposed code surface and tightening access instead of assuming better scanners will save you.