Data Bricklaying Diary

Oct 22, 2026 · Big Data

Continuous Delivery for High-Quality Datasets: Dataset CI & Eval CI Pipelines

The article details a continuous delivery pipeline for high-quality datasets, combining Dataset CI for contract validation and Eval CI for task regression, with automated quality gates, manual approvals, canary releases, and full-baseline rollback, using a policy knowledge base as a running example.