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Andrej Karpathy envisions a 2026 hiring process where candidates build large projects using AI agents like Claude Code, with security testing by parallel agents. The post highlights a shift toward agent-driven development and shipping production code.
Trail of Bits introduces gosentry, a fuzzing-oriented fork of the Go toolchain that integrates LibAFL to enhance path constraint solving, structured fuzzing, and bug detection while preserving the standard testing workflow.
A developer reports using an AI tool on their codebase, spending ~$70 on tokens to generate 30+ legitimate but non-critical security fixes.
This is a Hugging Face release for an abliterated version of the Gemma-4-31B model, designed to bypass safety filters for security and harm benchmark testing while maintaining multimodal capabilities.
Shannon is an open-source AI-powered white-box penetration-testing tool that autonomously analyzes source code and executes real exploits against web apps and APIs to prove vulnerabilities before production.