Infrastructure, Deployment & MLOps/LLMOps

1 of 65 in this book · 1 min read

Scope: release engineering, infrastructure, and service resilience.

Capabilities: 16

#	Capability
1	Containerization Kubernetes and Serverless
2	Infrastructure as Code
3	CI/CD Pipelines
4	Prompt Model and Agent Release Pipelines
5	Automated Testing
6	Evaluation Gates in CI/CD
7	Staging Canary and Blue-Green Deployment
8	Feature Flags
9	Rollback
10	Horizontal Scaling and Autoscaling
11	GPU and Inference Infrastructure
12	Backup and Disaster Recovery
13	Availability and SLO Management
14	Environment Configuration
15	Artifact Registry
16	Deployment Audit