Free lessons
Free lessons: LLMOps Engineering
18 lessons free to read — no subscription required. Open any one to read the full lesson; subscribe to unlock the rest. Browse all 18 by course ↓
Start here
What you'll build in LLMOps Engineering
Signature lessons unique to this discipline — start here.
Foundation
The same four core lessons on every hub — shared across all twelve disciplines.
Browse by course
Every free lesson on this path, course by course, in curriculum order.
Python Essentials for Agent Builders1 lesson
LLM Foundations for Agent Builders1 lesson
Kubernetes Essentials for GenAI Engineers1 lesson
Web APIs & Services for GenAI Engineers1 lesson
DevOps Foundations for GenAI Engineers2 lessons
GenAI Operations12 lessons
- Ch 10Build Argo Workflow templates for GenAI artifact CI/CD1 free lab
- Ch 11Build secret sync monitoring and alerting for rotation compliance
- Ch 17Implement Eval Gates in Argo Workflows That Block Promotion on Failure
- Ch 38Deploy pgvector and build embedding ingestion pipeline with operational monitoring
- Ch 39Implement pgvector index maintenance with VACUUM and reindexing schedules
- Ch 39Deploy Qdrant and compare operational characteristics with pgvector
- Ch 41Compare retrieval quality across embedding models with Cohere Rerank
- Ch 43Build completeness checks for embedding coverage and knowledge graph gaps
- Ch 46Implement multi-layer prompt injection detection with pattern and embedding-based methods
- Ch 47Deploy Guardrails AI and LlamaFirewall on K8s for runtime content validation
- Ch 47Implement hot-reload guardrail configuration without service restarts
- Ch 50Automate tenant onboarding with namespace provisioning and secret management
Ready for the full path?
Unlock every lesson, lab, and the skill graph. Cancel anytime.