Free lessons
Free lessons: GenAI Inference Engineering
16 lessons free to read — no subscription required. Open any one to read the full lesson; subscribe to unlock the rest. Browse all 16 by course ↓
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What you'll build in GenAI Inference 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
GenAI Inference Engineering3 lessons
GenAI Operations9 lessons
- Ch 1Measure baseline failure rates across OpenAI, Anthropic, and Google providers
- Ch 2Instrument all SLIs with Prometheus metrics and Langfuse traces
- Ch 16Deploy Argo Rollouts with Canary Strategy for LiteLLM Model Config Changes
- Ch 20Deploy an OpenTelemetry Collector with Langfuse Exporter
- Ch 21Build Embedding Drift Detection Using Distribution Divergence Metrics
- Ch 22Deploy Grafana OnCall for On-Call Schedules, Escalation Policies, and Incident Lifecycle
- Ch 23Implement dashboard-as-code with Grafana provisioning for version-controlled dashboards
- Ch 34Deploy Redis Semantic Cache and Measure Hit Rate vs Cost Savings
- Ch 34Compare Provider Caching Strategies for OpenAI, Anthropic, and Google
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