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Agent versions v1 through v4 converging into an upward trajectory, illustrating iterative improvement
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Your AI agent went live. Now the real work starts.

Agents don't improve on their own. A structured iteration loop (measure, test, refine) is what separates a v1 that stagnates from one that gets meaningfully better over time.

Levain Labs · · 5 min read