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cs.DB2026
DAGSmith: Dependency-Aware Rewriting for dbt-Style SQL Pipelines
Jie Liu, Lin Ma, Barzan Mozafari
Modern analytics is increasingly organized as recurring SQL pipelines rather than isolated SQL statements. Tools such as dbt, which have gained extreme popularity in recent years,…
cs.DB2026
BEGIN AI TRANSACTION: Semantic Isolation for Durable AI Workflows
Barzan Mozafari
An AI execution can now outlive the environment in which it began. What once fit inside one model call increasingly unfolds across pauses, retries, branches, subagents, and model-s…