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Cloud & Infrastructure · · 6 min read

Four evaluation engineering lessons learned from building agent plugins

The real challenge of building an agentic system isn't the construction, it's the measurement. Evaluation engineering is a critical foundation for building reliable AI systems. Setting up systematic, repeatable tests to measure your agent’s true behavior can be the difference between shipping a tool you can trust and one that silently breaks, fails to call APIs, or makes mistakes. I’ve run evaluation engineering…

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