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IAM and Least Privilege

Least privilege means a component can do exactly what it needs and nothing more, and it is enforced by cloud IAM rather than by intention. The reason it dominates enterprise reviews is that an over-permissioned role is the difference between a contained incident and a full-account one, and AI agents made the blast radius larger by giving a compromised role something that acts on its own.

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RELATED CONCEPTS

RBAC, ABAC and Identity at Runtime for Agents OAuth 2.0, JWTs and Service Credentials VPC and Air-Gapped Deployment Multi-Tenancy and Data Isolation Audit Trails and Traceability

LESSONS THAT TEACH THIS

The FDE EngagementBring a security review packet that supports a concrete decision26 min→

PRACTICE THIS IN REAL QUESTIONS

AI Security, Privacy & GovernanceWhat is 'excessive agency' in an agentic system, and what controls actually limit it?→AI Security, Privacy & GovernanceHow would you defend a RAG system against poisoned retrieved context and vector/embedding attacks?→MLOps & ML EngineeringHow would you implement an MLOps pipeline on AWS using SageMaker, CodePipeline, and Lambda?→MLOps & ML EngineeringExplain MLOps on Azure, how do Azure DevOps and Azure ML Pipelines fit together?→System Design & Production EngineeringYour product deploys into dozens of customer environments. Design secrets management across all of them.→RAG & Agent System DesignA customer wants to expose internal APIs to a model via MCP. Design it safely: auth, least privilege, versioning.→