AI Security Tools Just Launched: Autonomous Red Teams, Agent Behavior Analysis, and Secure Smart Contracts

Three major security tools dropped this week, all taking the AI-native approach to cybersecurity.

RedAmon is the first autonomous red team framework that handles the complete offensive security pipeline. It chains reconnaissance, exploitation, and post-exploitation into a single workflow, then automatically implements code fixes and opens GitHub pull requests. No human intervention required from vulnerability discovery to remediation.

Hodoscope tackles the growing problem of AI agent behavior analysis. As agents become more complex, understanding what they're actually doing becomes critical. Hodoscope uses unsupervised learning to analyze thousands of agent trajectories, helping developers discover unexpected patterns and behaviors across different models and configurations.

Safe Solana Builder brings security-first development to Solana smart contracts. This Claude skill generates production-grade programs with built-in vulnerability protection, complete project scaffolds, and audit-ready code for both Anchor and Native Rust frameworks.

All three are open-source and represent the shift toward AI-powered security tools that can keep pace with AI-powered development. Check them out on GitHub — the security tooling gap is finally getting filled.