Ensure AI models are managed responsibly throughout their lifecycle and have appropriate boundaries on their decision-making authority. When deprecating AI models, maintain backward compatibility by marking old models as deprecated rather than removing them entirely. Additionally, prevent AI models from controlling sensitive parameters that could lead to security risks or unintended consequences.

For model deprecation, create new model files while preserving old ones:

# Old model file: cohere.command-r-16k.yaml
model: cohere.command-r-16k
deprecated: true

# New model file: cohere.command-r-08-2024.yaml  
model: cohere.command-r-08-2024

For tool parameters, ensure AI models don’t control sensitive values:

# Dangerous - AI decides the key
parameters:
  - name: key
    form: llm

# Safe - User provides the key
parameters:
  - name: key
    form: form

This approach prevents breaking existing configurations while maintaining security boundaries around AI decision-making capabilities.

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