Building and Deploying AI Applications

Build an AI feature from prompt and structured output through retrieval, evaluation, production serving, observability, and release.

1. phases/11-llm-engineering/01-prompt-engineering — 60 min
2. phases/11-llm-engineering/03-structured-outputs — 60 min
3. phases/11-llm-engineering/04-embeddings — 60 min
4. phases/11-llm-engineering/05-context-engineering — 60 min
5. phases/11-llm-engineering/06-rag — 75 min
6. phases/11-llm-engineering/10-evaluation — 75 min
7. phases/11-llm-engineering/11-caching-cost — 60 min
8. phases/11-llm-engineering/12-guardrails — 60 min
9. phases/11-llm-engineering/13-production-app — 90 min
10. phases/17-infrastructure-and-production/13-llm-observability — 60 min
11. phases/17-infrastructure-and-production/20-shadow-canary-progressive — 60 min
12. phases/17-infrastructure-and-production/23-sre-for-ai — 60 min