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All thoughts
·6 min read

Build a Prompt Evaluation Harness Before You Scale

Stop shipping prompts on vibes. Here's a lightweight eval setup.

Prompt EngineeringEvaluation

Vibes don't scale A prompt that works once may fail 30% of the time at scale.

Minimum viable eval - A golden set of inputs/outputs - Automated scoring where possible - Regression checks on every change

Let's build your first automation

A 30-minute call: your workflow, where AI actually fits, and what it would take.