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Product · hamel.dev · Wednesday, 1 July 2026

When “Hard to Eval” Is a Product Smell, Fix It with Traceable Outputs

If users can’t verify an AI’s answer, they can’t trust it. The post shows three real‑world AI products that failed this test and how adding source links, intermediate calculations, and drill‑down notebooks turned vague outputs into auditable insights. Design for traceability before you build the eval.

Read the source: hamel.dev ↗In the 1 July issue →