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Entro Security, the enterprise security platform for Agentic AI and Non-Human Identities (NHI), announced Agentic Intent Monitoring for Claude Code at the NH(A)I Global Summit. This new capability delivers real-time visibility into AI agent sessions, including user interactions, prompts, MCP server requests and responses, and classified intent—enabling security and IAM teams to govern agentic access with the same rigor applied to human and non-human identities.
As AI agents evolve from assistive copilots to autonomous operators capable of calling tools, accessing repositories, and executing actions via MCP servers, they introduce a significant new attack surface. Open agent ecosystems and skill marketplaces have already been exploited—most notably in incidents involving OpenClaw and ClawHub—to leak secrets or distribute malicious capabilities. A major challenge remains the lack of comprehensive audit trails and attribution: traditional logging often captures disconnected events rather than coherent session narratives.
Entro’s Claude Code plugin, installable via the Claude marketplace, automatically logs every prompt and session—linking them to human users or NHIs, endpoint origins, MCP flows, and the identities agents use for actions. Beyond raw activity, Entro applies in-house small language model analysis to evaluate full session context (prompts, tool sequences, MCP chains) and classify intent—distinguishing normal development from reconnaissance, risky secret handling, or anomalous patterns warranting review.
“With AI agents, prompts are no longer just text; they are operational instructions when an agent can call tools,” said Adam Cheriki, co-founder and CTO of Entro Security. “Security teams need visibility into what the agent did and why. Agentic Intent Monitoring connects prompts to tool activity and outcomes, then surfaces intent in real time so organizations can govern agentic access with the same robustness they apply to human and non-human access.”
The capability transforms fragmented logs into coherent session narratives, enabling proactive governance over the rapidly expanding agentic ecosystem. By classifying intent in real time, teams can separate legitimate development from behaviors resembling reconnaissance, credential abuse, or other threats—reducing blind spots in AI-driven workflows.
Entro is hosting the second annual NH(A)I Global Summit in New York City on February 26, 2026, in partnership with the NHI Management Group and supported by industry sponsors. The event brings together practitioners, thought leaders, and innovators to address emerging risks, governance needs, and security controls for enterprise AI agents and non-human identities.
Agentic Intent Monitoring for Claude Code is available in beta. Interested organizations can request access or schedule a demo through Entro Security.
About Entro
Entro Security is the leading enterprise unified security and lifecycle platform across Non-Human, AI Agents & Human Identities. It discovers every API key, token, AI agent, and service account across the software development lifecycle. Entro then builds a contextual inventory that ties each machine identity or exposed secret to purpose, permissions, and human owners. Powered by the pioneering NHIDR™ engine, the platform detects behavioral anomalies for automated, risk-based remediation.
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