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OpenAI open-sourced Codex Security, a CLI and TypeScript SDK for scanning code for security vulnerabilities, using AI to assist in finding and validating issues.
Reintroducing the Codex Security plugin, an open-source tool that can analyze codebases for security threats, generate fixes, and export results to various platforms.
Vercel Labs releases deepsec, an open-source agent-powered vulnerability scanner that uses top-tier AI models to perform on-demand review of large codebases and surface hard-to-find vulnerabilities.
Cloudflare explains how to build a model-agnostic vulnerability scanning harness that treats AI models as interchangeable components, enabling cross-repo tracing and false positive reduction at scale.
Codex Security has scanned 30,000 code repositories, over 30 million commits, and fixed over 500,000 vulnerabilities in three months, demonstrating the efficiency of AI automation.
ArgusRed is a CLI tool that uses a post-trained AI model to perform security scanning and penetration testing on codebases, outputting detailed markdown reports. It offers two modes: security scan (read-only) and pen test (active exploits) with optional exploit verification.
Anthropic has launched Claude Security into public beta for Enterprise customers, an AI-driven tool that scans codebases to identify vulnerabilities and propose patches by understanding business logic and data flows.
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.