Agentic framework 2.3.3: roll out gradually by users, tools and protocols, and systems exposed; continuously monitor and log to intervene in real time, debug and audit, prioritising high-risk activity, monitoring the user-agent, agent-tool and reasoning layers, with threshold alerts, anomaly detection and agents monitoring agents, defined interventions proportionate to risk up to termination and fallback, integration with observability standards such as OpenTelemetry, immutable logs and feedback loops; keep testing after deployment for drift; and run change management with defined technical, environmental, performance and regulatory triggers and risk-tiered review of changes.
The graph holds this control, the 0 it maps to, and the evidence behind each claim, over MCP and REST.