Sandboxed Environments for Reproducible Agent Testing
Isolation alone won't catch agent actions that reach production systems or leak state between runs.
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Section
Agent Evaluation & Testing
4 stories in Agent Evaluation & Testing.
Regression Test Suites for Autonomous Coding Agents
Independent verification must break the agent's loop of writing code and validating its own tests.
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AI Agent Evaluation Frameworks Compared
Choosing an evaluation framework depends on visibility depth, licensing, and infrastructure control.
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Demystifying Evals for AI Agents in Practice
Building AI agent evaluations requires measuring entire action sequences, not just final outputs.
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