PyCanary: CMD line tool to monitor any directory for file access or file changes, log event, send basic alert to user, and dump and process information collected. There is also a background thread monitoring all created processes and logging them for later analysis.

Anticipator is an open-source threat detection platform for multi-agent AI systems.

8-Layer Security Blueprint for Autonomous AI Agents. Defense-in-depth for OpenClaw, LangChain, CrewAI, AutoGPT, and any AI agent on Linux.

Team-based cybersecurity project on a deception-based AWS security environment. Includes a static S3-hosted website with Canary tokens, IAM role controls, GuardDuty monitoring, and red–blue team operations