CI/CD for AI Systems — LLMOps & AI Infrastructure Roadmap
Adapting continuous delivery for probabilistic systems
Steps in CI/CD for AI Systems
- CI/CD Fundamentals for AI Systems — beginner · Adapting continuous integration and delivery practices for AI
- Automated Testing in AI Pipelines — beginner · What can and can't be fully automated when testing AI behavior
- Continuous Evaluation as Part of CI — beginner · Running evaluation suites automatically on every change
- Deployment Pipelines for Prompts and Models — beginner · Structuring safe, repeatable releases of AI system changes
- Rollback Strategies for AI Releases — beginner · Recovering quickly when a prompt or model change causes regressions
Part of
- LLMOps & AI Infrastructure roadmap — the full learning path