AI Briefing#code-security
The latest AI and developer news about #code-security, with the original source and a short summary.
The latest AI and developer news about #code-security, with the original source and a short summary.
The feature automatically triggers vulnerability checks on code pushes in repositories not yet linked to a Vercel project.
The model extends review beyond individual changes to analyze dependencies and linked repositories, enabling exploit verification in isolated sandboxes and automated fix drafting.
Devin Security Swarm is an agentic security scanning product that supports multi-repo scans of up to 25 repositories and can ingest findings from tools like GitHub and Semgrep.
Routing transplant experiments on OLMoE and DeepSeek models show that forcing morality-associated expert paths significantly alters malicious code detection accuracy, independent of the model's readable workspace.
Google has unveiled a security system that uses agentic AI to scan all changes across hundreds of millions of lines of code in real time.
Vercel Labs has unveiled deepsec, a security harness that uses AI agents to conduct in-depth analysis of large repositories.
Capital One has open-sourced VulnHunter, an agentic AI security tool built on Claude Opus 4.8.
The analysis examines 12 common measurement errors and research design flaws frequently made when evaluating the productivity of AI coding tools.
Anthropic has launched a public beta of Claude Security to support code vulnerability detection and patch suggestions.
GitHub's free Code Security Risk Assessment lets you quickly find code vulnerabilities.
As AI takes over implementation, the core value of engineers shifts to setting standards and systems thinking.