Rollback Strategies for AI Releases — Roadmap Step & Resources
Recovering quickly when a prompt or model change causes regressions
- Level: beginner
- Estimated time: 1 days
- Roadmap: LLMOps & AI Infrastructure
Before this step
Study resources
- Hugging Face Documentation (Article) — Official documentation covering model serving, inference tooling and deployment for open-weight models. Background reading/viewing for: Rollback Strategies for AI Releases.
- freeCodeCamp (Video) — freeCodeCamp's LLMOps courses cover CI/CD for AI systems. Relevant to: Rollback Strategies for AI Releases.
Part of
- CI/CD for AI Systems — section
- LLMOps & AI Infrastructure roadmap — the full learning path