Tutorials

Grading Rubrics that Survive Model Swaps

Grading Rubrics that Survive Model Swaps

Grading Rubrics that Survive Model Swaps

Ayman S.

Writing evaluation criteria that stay meaningful when you upgrade the underlying model.

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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Ship and scale AI agents that are proven before production.

Company

See how we can help you deploy high quality agents that don’t fail

© 2026 Chronicle Labs. All rights reserved.

Chronicle Labs

Ship and scale AI agents that are proven before production.

Company

 

See how we can help you deploy high quality agents that don't fail

© 2026 Chronicle Labs. All rights reserved.