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  5. Rollback
Inference & Deployment

Rollback

A rollback restores a previously known deployment version after a new release causes unacceptable behavior.

Ask Melo about this← all terms

The deployment system redirects traffic and restores compatible code, model, configuration, and dependencies. Rehearsed rollback procedures and immutable artifacts reduce recovery time when failures occur.

Related terms

Blue-Green DeploymentShadow DeploymentInference EngineContinuous BatchingKV CacheMLX

Where Rollback comes up

  • Ollama 0.31: Gemma 4 Is ~90% Faster on Apple Silicon With Multi-Token Prediction (No Output Change)
  • OpenAI Defense Factory: Agent-First Cyber Defense at Scale
  • OpenClaw 2.0 (v2026.8.1): 933 Contributors, Rebuilt Browser UI, Shared Cloud Sessions
  • Microduck: Hugging Face Ships the $399 RL Duck the Open Source Community Prototyped