LYNN LEE / ENGINEERING LAB 03

Make every failure inspectable.

Replay a tool-using workflow, check its evidence, and compare policies against the same cases. Bring your own sequential run records when the examples are no longer enough.

8 synthetic casesBrowser + local runnerExplicit evaluation contracts

The workbench

LOCAL COMPUTATION / NO UPLOAD

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Before After

01 / LEARN BY DOING

Follow the experiments →

Make a prediction, inspect a result, then bring your own input.

02 / KNOW THE BOUNDARIES

Read the methods & scope →

Understand the checks, formats, assumptions and limitations.