Agentic AI in the Wild: Real-World Use Cases You Should Know
5 min readDiscover verifiable agentic AI deployments in software, security, IT Ops, and logistics. Learn the essential security, identity, and governance patterns for safe production use. The post Agentic AI in the Wild: Real-World Use Cases You Should Know appeared first on Aembit ... Read More
MCP Servers and the Return of the Service Account Problem
3 min readAcross large enterprises, MCP servers are quietly assuming a role security teams know all too well from previous eras of IT infrastructure development. Like the service account before them, they typically operate as persistent access brokers with broad privileges, shared across workflows, and gradually treated as background plumbing ... Read More
Agentic AI Security Starter Kit: Where Autonomous Systems Fail and How to Defend Against It
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 ... Read More
Agents Aren’t People: What the ServiceNow Vulnerability Reveals About Agentic AI Access Control
3 min readEnterprise security teams are beginning to encounter a category of access failure that feels unfamiliar only because its consequences arrive faster than expected. Systems that once required multiple steps, approvals, or manual intervention are now able to act continuously, across tools, and with little friction. In that environment, ... Read More
Anomaly Detection for Non-Human Identities: Catching Rogue Workloads and AI Agents
8 min readLearn the 7 proven methods for behavioral anomaly detection in non-human identities. Protect against rogue service accounts and AI agents with advanced security controls. The post Anomaly Detection for Non-Human Identities: Catching Rogue Workloads and AI Agents appeared first on Aembit ... Read More
API Keys vs OAuth: Which API Authentication Method Is More Secure?
6 min readAPI keys offer simplicity, but OAuth provides superior security through automatic expiration and granular scopes. The post API Keys vs OAuth: Which API Authentication Method Is More Secure? appeared first on Aembit ... Read More
When the Vendor Becomes the Customer: Building Internal Tools on an Agentic IAM Platform
4 min readIt began, as an engineer’s attempt to fix a nagging problem often does, with irritation. Each night, automated test pipelines ran across an expanding surface area of the Aembit Workload IAM Platform, validating that core components behave as expected across environments. By morning, the results existed, but they ... Read More
Zero-Trust Architecture: How to Move From Network Security to Identity-First Access
5 min readZero-trust architecture is a security framework built on a simple premise: no user, device or workload should be trusted by default, regardless of where it sits on the network. The post Zero-Trust Architecture: How to Move From Network Security to Identity-First Access appeared first on Aembit ... Read More
Context-Based Access Control for MCP Servers: Why Static Rules Fail
6 min readStatic access rules fail in dynamic MCP environments. Context-based access control evaluates identity, context and resources in real time. The post Context-Based Access Control for MCP Servers: Why Static Rules Fail appeared first on Aembit ... Read More
CrewAI GitHub Token Exposure Highlights the Growing Risk of Static Credentials in AI Systems
3 min readAs AI platforms grow more complex and interdependent, small failures can cast long shadows. That’s what happened inside the open-source CrewAI platform, where a vulnerability in its error-handling logic surfaced during a provisioning failure. The resulting “exception response” – the message a service returns when it encounters an ... Read More

