Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

In this episode of This Week in NET, host João Tomé is joined by Matt Curry to break down Code Mode: a way to give AI agents access to the entire Cloudflare API (2,500+ endpoints) using two tools and roughly ~1,000 tokens of context. Instead of exposing thousands of individual tools (which quickly becomes expensive and brittle), Code Mode lets the model write JavaScript to search and execute against a compact API context. The result is massive compression, lower cost, and better performance.

This 5 minute flow, walks through how to analyze network device configurations in GitHub using the Tines AI Agent action.

When AI Hallucinates Security Patches.

Artificial intelligence, cybersecurity, Claude Code Security, AI security tools and cybersecurity stocks are dominating headlines, but is AI really replacing security professionals? In this Razorwire Raw episode, Jim breaks down the market panic following Anthropic’s Claude Code Security launch, why cybersecurity investors reacted so strongly and what AI can actually do today versus industry hype.