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Agentic Security Starter Kit

4 min readMany teams are approaching agentic AI with a mixture of interest and unease. Senior leaders see clear potential for efficiency and scale. Builders see an opportunity to remove friction from repetitive work. Security teams, meanwhile, are asked to enable this progress without becoming a brake on innovation. This generally isn’t the most pleasant position to […]

Runnable security patterns that examine how agentic behavior expands, drifts, and exceeds intent during everyday use.
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Single sign-on (SSO) simplifies access for human users across an organization’s approved applications. Federated identity (FI) management connects users across organizational boundaries.
Service accounts are indispensable, but their security weaknesses make them the most attractive target in enterprise environments.
A ServiceNow impersonation flaw illustrates how agentic systems turn weak identity assumptions into durable access paths across enterprise environments.
Agentic AI introduces new cybersecurity risks, primarily concerning autonomous identity, tool chain exposure, and cascading compromises, requiring security teams to urgently adopt least-privilege identity frameworks and real-time monitoring designed specifically for self-directed, persistent workloads.
Traditional security models fail to detect compromised service accounts and non-deterministic AI agents, requiring a shift to layered, identity-aware behavioral monitoring.
API keys offer simplicity, but OAuth provides superior security through automatic expiration and granular scopes.
A project to improve test visibility meant using Aembit the same way customers do, in a real deployment environment where software runs unattended and requires trusted access to external services.
Securing MCP requires a fundamentally different approach than traditional API security.
True zero trust requires verified identity at every request and eliminating static credentials entirely.
This update gives every Jenkins job a real identity and automated short-lived access so teams can retire static secrets without changing how their pipelines run.
Traditional static access control is inadequate for dynamic MCP server environments. Context-Based Access Control (CBAC) provides superior security by evaluating identity, context, and resource in real-time.

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