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Dagster AI

Data orchestration platform with asset-centric pipelines

Data & Analytics
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Dagster AI

Data orchestration platform with asset-centric pipelines

Dagster is an open-source data orchestration platform built around software-defined assets — Python objects that represent data assets like tables, ML models, and files. Unlike job-centric orchestrators, Dagster's asset-centric approach makes data lineage and dependencies explicit. Dagster Cloud adds AI-powered pipeline monitoring, anomaly detection, and an assistant that helps diagnose pipeline failures and suggests optimizations.

Key Features

  • Asset-centric orchestration
  • Data lineage
  • Python-first
  • AI monitoring
  • Anomaly detection
  • Open source
#data-engineering#orchestration#pipelines#assets#open-source

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