Three Security Tools That Just Dropped

Safe Solana Builder brings security-first development to Solana with a Claude skill that includes built-in vulnerability protection and audit trails. Smart contracts are notorious for costly bugs—this tool catches them before deployment.

Hodoscope takes an interesting approach to understanding AI agent behavior through unsupervised learning and trajectory visualization. As we build more autonomous systems, being able to analyze and debug agent decision-making becomes critical. This open-source tool makes those black boxes transparent.

RedAmon automates the complete offensive security pipeline from reconnaissance to exploitation. It's designed as an autonomous AI red team framework, handling the entire attack chain that security teams normally execute manually.

All three tools address the growing need for AI-native security tooling as we build more complex, autonomous systems. Worth checking out if you're working in any of these domains.