Provider Drift: Cross-Model Portability

Architecture · updated Mon Feb 23

Normalizing agent behavior across different LLM providers.

Steps

  1. Use 'Provider-Neutral' JSON schemas for tool-calling.
  2. Implement model-specific 'Output Normalizers' in middleware.
  3. Avoid provider-specific prompting tokens (e.g., <|endoftext|>).
  4. Standardize 'Temperature' and 'Top-P' across different APIs.
  5. Run 'Cross-Model' regression tests for every prompt change.

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