Schema
43 posts filed under Schema.
Cost Of No Data Contracts
A team of 8 data engineers spent roughly 30% of their week negotiating schema changes in Slack.
Read →Phoenix Project Lessons For DE
The Phoenix Project is 13 years old. Data teams still run their backlogs the way it warns against.
Read →Data Reliability Over AI Speed
A plain statistical baseline caught model drift before any human would have. It took an afternoon to build.
Read →Lakehouse Convergence Risks
The lakehouse pitch is one platform for raw files and clean tables. The trap is inheriting the data lake's oldest habit: land everything, …
Read →Deterministic vs Non-Deterministic AI
Run your AI feature twice on the same input. If a different answer would be a problem, you've found a deterministic requirement.
Read →Ownership Vacuum After First Hire
The junior left in March. In May, marketing's dashboard broke and nobody knew who to call.
Read →DORA Metrics For Data Pipelines
The DORA metrics work for data teams. Most data teams aren't measuring them.
Read →AI Act Data Traceability Checklist
The AI Act compliance deadline is August 2026. Your SME doesn't need Atlan to make it.
Read →The Day Our Pipeline Became a Person's Full-Time Job
The day I realized our pipeline had become a person's full-time job.
Read →The Data Product Canvas (One-Page Definition)
An empty "consumers" field is the signal to deprecate the asset. Most teams ignore it.
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