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August 10
Ayman S.
Turning real customer sessions into deterministic staging runs without leaking PII.
Why AI agents need a different kind of test
The five test methods
1. LLM as judge
2. Golden set evals
3. Trace evals
4. Sandbox simulation
5. Shadow mode
The loop that improves the agent
What these methods give you
How we do it at Chronicle
Questions to ask before you trust an agent
AI fails when conditions
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August 17
Insights
The Modalities of Testing for AI Agents
August 5
Perspective
Your AI Agent's First 10,000 Failures Should Be Free
July 5
Grading Rubrics that Survive Model Swaps
Ship and scale AI agents that are proven before production.
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