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Scaling
June 7
Ayman S.
Concurrency, retries, and rate limits — the unglamorous failure modes of scaled agents.
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
change. Get yours ready.
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Insights
The Modalities of Testing for AI Agents
August 10
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Replaying Production Conversations Safely
July 12
From 10 to 10,000 Simulated Sessions
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