Benchmarking AI Agent Migration: Avoiding Reliance on One Speedup Metric
Methods and importance of establishing reliable benchmarks for AI agent migration.
Model migrations and speedup claims are common, but a single "2.2x faster" figure doesn't guarantee improvements in production workflows. Create a paired workload from real tasks, stratifying by various factors to ensure a comprehensive evaluation.