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Workflow Evals
Evaluation suites that mutate prompts, models, retrieval policies, generated code, and node structure before promotion.
Beyond model bake-offs
The question is not which model wins in isolation. The question is which workflow shape survives speed, memory, quality, cost, and safety thresholds.
- Prompt and model diff testing
- Retrieval depth and reranking experiments
- Generated-code and node-count mutations
- Regression datasets from production failures
Promotion gates
Passing candidates are promoted only when quality, p95 latency, memory, tool reliability, and total price remain inside defined thresholds.