Free lessons
Free lessons: Forward Deployed GenAI Engineering
25 lessons free to read — no subscription required. Open any one to read the full lesson; subscribe to unlock the rest. Browse all 25 by course ↓
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What you'll build in Forward Deployed GenAI 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
AI Solution Delivery21 lessons
- Ch 1Score AI use cases with weighted multi-criteria evaluation3 free labs
- Ch 1Profile customer datasets for quality and PII exposure
- Ch 1Run LLM-driven discovery interviews with LangGraph state3 free labs
- Ch 1Benchmark provider feasibility across OpenAI, Gemini, Anthropic3 free labs
- Ch 2Classify project risks with DSPy-optimized prompts
- Ch 3Generate full SOW proposals with LangGraph workflows
- Ch 3Detect risky contract language with NeMo Guardrails
- Ch 4Build a RAG prototype with pgvector retrieval
- Ch 4Package prototypes with Dockerfiles, Helm charts, and K8s manifests
- Ch 5Detect and redact PII with Presidio and LlamaGuard 4
- Ch 6Generate K8s manifests from customer-parameterized Jinja2 templates
- Ch 6Manage K8s secrets with rotation and init-container injection
- Ch 6Enforce service isolation with K8s NetworkPolicy
- Ch 6Log compliance events as OTEL traces with structured attributes
- Ch 7Provision isolated K8s demo environments with TTL teardown
- Ch 8Detect scope drift with embedding similarity classification
- Ch 9Deploy with blue-green Helm charts and atomic service switching
- Ch 10Generate runbooks from K8s configs with LangGraph workflows
- Ch 10Generate training quizzes with DSPy-optimized prompts
- Ch 11Detect quality anomalies with OTEL sliding-window analysis
- Ch 12Orchestrate end-to-end delivery with LangGraph state
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