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Anthropic Claude Certified Developer-Foundations CCDV-F Question # 26 Topic 3 Discussion

Anthropic Claude Certified Developer-Foundations CCDV-F Question # 26 Topic 3 Discussion

CCDV-F Exam Topic 3 Question 26 Discussion:
Question #: 26
Topic #: 3

Your Claude application is deployed to development, staging, and production environments. Each environment uses a different model version, different prompt versions, and different plugin dependencies, but the configuration is currently scattered across environment variables, hardcoded values, and undocumented setup scripts.

How would you manage the configuration?


A.

Use the latest available model version everywhere and stop pinning model versions, on the grounds that pinning adds maintenance overhead the team should aim to reduce.


B.

Move all configuration into hardcoded application code to reduce reliance on external configuration sources that are difficult to track over time.


C.

Consolidate the configuration into a version-controlled system documenting model version pinning, prompt versioning, and plugin dependencies for each environment.


D.

Standardize all environments to use the same configuration values to eliminate the differences between development, staging, and production.


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