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Evaluation Stacks That Survive the Market

9 min readSep 30, 2026

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Evaluation Stacks That Survive the Market: Cleaned Transcript

Two years ago, it was easy to believe you could buy one evaluation tool to cover your entire AI application. Today, an all-in-one platform is a danger. In the 2026 market, every major vendor ships the same basic workflow. They capture traces, turn them into datasets, run offline experiments, and score traffic with LLMs. That baseline functionality is now table stakes.

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Rick Hightower
Rick Hightower

Written by Rick Hightower

Anthropic Claude Certified Architect I AI Harness Engineering, ex-Apple, Capital 1, NFL | Helps CTOs turn prototype agents into reliable, long-running systems

Spillwave Solutions
Spillwave Solutions

Published in Spillwave Solutions

Perspectives from technology experience. Leadership thoughts for Cxx suite. Technology guidance for every level below that. Visit https://spillwave.com/ to learn more.