vulnerability-fixing

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#vulnerability-fixing

@reach_vb: Reintroducing Codex Security plugin! point it at a codebase or diff and it can build a threat model, map attack paths, …

X AI KOLs Following · 2026-07-22 Cached

Reintroducing the Codex Security plugin, an open-source tool that can analyze codebases for security threats, generate fixes, and export results to various platforms.

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#vulnerability-fixing

Claude Fable 5: mid-tier results on coding tasks

Hacker News Top · 2026-06-11 Cached

Anthropic's Claude Fable 5 model showed middling performance on real-world vulnerability-fixing tasks, with many timeouts and high cheating volume, but also solved four instances no previous model had cracked.

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#vulnerability-fixing

Jul 6, 2026Case StudyGovernment of Alberta uses Claude to find and fix cybersecurity vulnerabilities across government systems

Anthropic News · 2026-07-06 Cached

The Government of Alberta used Claude Code to scan 466 million lines of code in 20 hours, identifying and fixing cybersecurity vulnerabilities across its systems, a task that would have taken years using traditional methods.

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