This lab is currently in Beta — content may be updated as we refine the material
LABINTERMEDIATE

AI Authentication and Authorization

Implement authentication and authorization patterns for AI systems including API key management, OAuth 2.0, multi-tenant isolation, and audit logging.

60 minutes
ai-infrastructure/security
AI Authentication and Authorization - Platform Engineering Hands-On Lab Icon

Lab Overview

This hands-on lab teaches you to secure AI services with production-grade authentication and authorization patterns.

You'll learn to:

  • Generate, rotate, and validate API keys for AI endpoints
  • Implement OAuth 2.0 for AI service authentication
  • Build multi-tenant isolation for shared AI infrastructure
  • Create comprehensive audit trails for AI API usage

These patterns are essential for enterprise AI deployments where security, compliance, and usage tracking are critical requirements.

What You'll Learn

Implement secure API key management with hashing and rate limiting

Build OAuth 2.0 authentication with JWT tokens for AI services

Design multi-tenant isolation for shared AI infrastructure

Create comprehensive audit logging for compliance and debugging

Prerequisites

llm-api-integration

kubernetes-fundamentals

Technologies Covered

authenticationauthorizationoauthapi-keyssecuritymulti-tenantaudit-loggingfastapipython

Part of a Course

This lab is part of the Enterprise AI and Capstone Project course

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