MODULE 14

Testing whether improvement is real

Use independent evidence to test your architectural ideas.

What you’ll explore

Based on ebook lessons 32, 33.Read the source

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Run an assistant through a fixed case suite and diagnose retrieval, evidence, tool and runtime failures separately.

Expose a hidden regression, set release gates, and promote or restore a version with its evidence attached.

Select a lucky benchmark winner, remove components, and compare step accuracy with whole-workflow reliability.