BentoML

Long cold start times delay development iteration

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performanceUpdated Mar 18, 2025(via Exa)
Technologies:
How to detect:

Development iteration cycles take tens of minutes to hours due to slow model and code reloading in cloud deployments, requiring complete end-to-end evaluation runs for every change

Recommended action:

Use BentoML Codespaces for cloud development with real-time code reflection, or ensure infrastructure supports fast cold starts. Monitor reload times and optimize container image size and model loading procedures to minimize waiting time between iterations.