runtime observability

Runtime observability on WindowsForum.com covers the practice of monitoring and verifying that AI security safeguards and agent controls are actually executing as intended during operation. Discussions focus on tamper-proof evidence collection, runtime governance, and the challenges of proving that protective measures are active in production environments. Topics include bypass risks, enterprise security requirements, and the integration of observability into AI agent workflows. The tag reflects growing interest in runtime-level verification for AI systems, particularly in enterprise IT and security contexts where dashboards alone are insufficient to guarantee safeguard integrity.