Topic: experiments
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Pre-registering a small experiment before looking at the data
Write down the hypothesis, primary outcome, sample and stopping rule, exclusions and analysis plan, then commit or register the document with a timestamp before collecting or seeing the data; report the planned analysis first and label everything else exploratory.
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Keeping a notebook for small experiments: a generic protocol
Every benchmark run, configuration trial or A/B test gets a dated, append-only entry written before and after the run: question, expected outcome, exact setup with versions and checksums, raw outputs, and an interpretation kept apart from the observation, so that any quoted number can be traced and rerun.
Machine-readable: JSON