AI coding assistants can speed up bounded tasks, but research shows security and review risks rise in complex codebases.

A developer reverse-engineering Anthropic's Claude Code binary discovered on June 30, 2026, that the tool had been silently encoding hidden signals into its AI system prompts for at least three months ...

Look to these tools to improve your AI coding practices and the quality, security, and reliability of your AI-generated code.

The release includes an embedded MCP server that exposes Spring project analytics to AI coding assistants, along with first-class support for Spring AI and automated property refactoring.

Vibe coding’s dark side, “vibe hacking,” is on the rise. Cybersecurity companies such as McAfee and Bitdefender have observed ...

Veracode is a mature application security platform used by many enterprises to find, manage, and remediate software risk. Its ...

Checkmarx, the global leader in agentic application security, today announced a major advancement to the Checkmarx One platform: a new hybrid static application security testing (SAST) scanning engine ...

Just two months ago, researchers at the Data Intelligence Lab at the University of Hong Kong introduced CLI-Anything, a new state-of-the-art tool that analyzes any repo’s source code and generates a ...

Deploying AI agents for repository-scale tasks like bug detection, patch verification, and code review requires overcoming significant technical hurdles. One major bottleneck: the need to set up ...

TeamPCP is weaponizing the fruits of its extensive supply chain attacks, using stolen credentials to access cloud and software-as-a-service (SaaS) environments. The threat group this month compromised ...

GitHub is adopting AI-based scanning for its Code Security tool to expand vulnerability detections beyond the CodeQL static analysis and cover more languages and frameworks. The developer ...

When a Magecart payload hides inside the EXIF data of a dynamically loaded third-party favicon, no repository scanner will catch it – because the malicious code never actually touches your repo. As ...