Vibe Coding Data

Most dashboards do not lie on purpose. They lie because meaning drifts silently: retries double count, schemas change, timestamps shift, and the charts keep smiling. Then a number becomes a debate, and the team stops trusting its own decisions.
This book is a workflow-first playbook for solo builders and small SaaS teams who need metrics they can defend. You will build Lighthouse Metrics, a small analytics system that treats "truth" like a product: a clear truth surface, a Data Health scorecard, receipts that explain every number, contracts that catch drift, tests that pay rent, and one alert you will not ignore.
You will learn how to:
Stop silent pipeline failures before they become decisionsPublish metrics with receipts: "why this number exists"Handle schema drift as a breaking change, without enterprise bureaucracyAdd trust to an existing messy pipeline with a practical retrofit planRun incident drills and operate truth like an outageScale sources without scaling chaos, then hand the system off with confidence
By the end, you will have a quiet dashboard: not quiet because nothing changes, but quiet because when things do change, you can explain them in minutes.

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