AI article
How Do You Actually Test an AI System? A Layered Strategy From Five Tools I Built
Community description: Testing AI is not testing code, so I built five open-source tools around one idea: you cannot assert on a single right answer, you can only ask whether it got worse.
Dev.to | Sep 17, 2026 | Royal Simpson Pinto
Automated excerpt
You define a suite of agent test cases, your CI runs them against the current agent config and POSTs the results, and Tracecase diffs the new run against the previous run of the same suite. Regression gates protect the system over time. Most agent tooling assumes the model is the problem.
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