2 posts
How to manage the lifecycle of LLM applications in 2026: versioning prompts and models together, evaluation gate before every deploy, and rollback in under a minute.
How to manage changes in an AI system in 2026: prompt and model versioning, regression testing on a golden set, safe updates, changelog, and rollback.