Between Policy and Practice: Why Agent Compliance Requires Live Testing

Static policy documents alone cannot ensure agent compliance. This analysis reveals that even sophisticated models fail to follow written rules consistently in live interactions, highlighting the critical need for behavioral testing tools like muster that catch runtime violations that static validators miss. For teams deploying customer-facing agents, this means formal policy governance requires dual validation—both file-level checks and real-world behavioral monitoring.