Guide
4 min read
Connect over SSH and Jupyter
Written by
Molten
Make a key, add it once, and every GPU you rent takes it. Jupyter rides on the same connection.
It’s the pipeline, not the model
Most inconsistency comes from retrieval returning different context, prompts drifting between versions, and tools failing silently.
Pin everything
Version your prompts, your retrieval settings and your tool schemas together, so a change in one is visible in your evals.
Measure variance directly
Run the same input ten times. If the answers differ in ways your users would notice, you have found your next fix.
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