DSPy Production Deployment

Goal

Prepare a DSPy program for repeatable, observable, scalable, and safer production execution.

Cache Hardening

DSPy enables memory and disk caches by default. Disk cache deserialization uses pickle unless restricted. Enable the allowlist mode in production:

import dspy

dspy.configure_cache(restrict_pickle=True)

Register trusted custom cache types only when needed: