The AI answer we saw
For monitoring and controlling API access by LLM-based agents at scale, leading options include: Traceable AI and Salt Security for deep API behavioral analytics and anomaly detection; Kong Enterprise or Apigee for centralized API gateway control with fine-grained policies; Zenity and Pillar Security for agent-specific governance; and LangSmith (for LangChain-based agents) or Weights & Biases for observability into agent decision-making and API call chains. At scale, pairing an API gateway with a SIEM (e.g., Splunk, Datadog) and an identity platform (e.g., HashiCorp Vault for secrets management) provides comprehensive coverage. Look for tools that support dynamic policy enforcement, real-time alerting, and integration with your orchestration layer.
Captured during this Readable report run. Answers can vary by AI tool and date.