Prompt-driven collaboration enables engineers to explore solutions, generate fixes and accelerate remediation beyond traditional tooling.

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, ...

A tool can be used well or poorly, but much of the time it is neither inherently good nor bad. Take vibe coding, the act of using natural language to instruct an LLM to generate code. Applied poorly, ...

Anthropic, OpenAI, and Google tools can automate code debugging. But cybersecurity is too complex a problem for these tools to solve. AI's biggest contribution may be to reduce avoidable software ...

The AI platform said Friday it’s adding vulnerability scanning capabilities into its web-based Claude Code tool in a move to compete with application security vendors. Anthropic announced Friday it is ...

Most enterprise software governance frameworks rely on the assumption that software authorship can be reasonably bounded and clearly defined by role. AI code generation has quietly made that ...

Developers using large language models (LLMs) to generate code perceive significant benefits, yet the reality is often less rosy. Programmers who adopted AI for code generation estimate, for example, ...

AI-driven development disrupts workflow in two ways. First, it dramatically increases the volume of code being produced, ...

Anthropic’s Claude Code Security: On February 23, 2026, shares of major cybersecurity companies plunged as much as 11% in a single trading session after the launch of Claude Code Security by Anthropic ...

Software development is moving from human-led to agent-led at a pace that security organizations are not built to absorb, says Pieter Danhieux, co-founder and CEO ...