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1 week ago
Building CI/CD Pipelines for Non-Deterministic Agents
Traditional CI/CD breaks for probabilistic systems.Use LLM-as-a-Judge to evaluate agent outputs.Replace string equality with semantic assertions.Expect flakiness — manage it with multiple runs and invariants.Test behavior, not exact answers.
Source: HackerNoon →