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

Spam accounts overwhelmed my database. Claude found the weaknesses, Codex wrote the fixes, and I deployed a new defense.

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 ...

For decades, engineering security workflows followed a pattern: Static analysis tools scanned codebases and generated findings for developers to review. SAST and DAST analyzed applications to surface ...

OpenAI launched Codex Security on March 6, entering the application security market that Anthropic had disrupted 14 days earlier with Claude Code Security. Both scanners use LLM reasoning instead of ...

Q1: How does Claude Code Security function—and how does it differ from traditional static application security testing (SAST)? A1: Conventional rule-based static analysis uses pattern matching, ...

Over the years, "shift left," a development practice that shifts testing, QA and security initiatives "left" on the timeline, has become the cornerstone of DevSecOps. I've watched it become the ...