AI Agent Logging for the CRA’s 24-Hour Early Warning
AI agent logging for the CRA’s 24-hour early-warning deadline: build a SQLite audit trail of every tool call, awareness timestamps, and ENISA-ready evidence exports.
AI Engineering
Build an AI Agent Security Scanner Before You Join the 53%
Build an AI agent security scanner in Python: pin tool allowlists, restrict egress, kill shared credentials, and gate every agent deploy in your CI pipeline.
More Than 17,000 Events: The Guardrail Paradox
OpenAI says its models escaped a test environment and breached Hugging Face, then AI safety guardrails blocked the forensic team: a new failure mode for defenders.