Episode Details

Daniel wants to run a proper LLM-driven forecast on Israel's election on the twenty-seventh — not another loose script. So what do experiment platforms actually do? This episode sorts the vocabulary into three families: product testing tools like Statsig and Eppo, bioinformatics workflow managers like Snakemake and Nextflow, and run trackers like MLflow, Weights and Biases and ClearML. Then it turns to the newer LLM-native tools — Braintrust, Langfuse, LangSmith and the UK AI Security Institute's Inspect — and asks what separates an experiment from an evaluation. Along the way: why a run log beats a folder of JSON files, why the notebook became the default container for computation, and what a study of a million GitHub notebooks found when researchers tried to actually run them. Episode 6199 — myweirdprompts.com/n/6199 (permanent short link: myweirdprompts.com/548121)