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Add Ploomber to AI Infrastructure & MLOps section#408

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alvinreal wants to merge 1 commit intomainfrom
research/mlops-add-ploomber-2026-05-01
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Add Ploomber to AI Infrastructure & MLOps section#408
alvinreal wants to merge 1 commit intomainfrom
research/mlops-add-ploomber-2026-05-01

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@alvinreal
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Category 9: AI Infrastructure & MLOps Research

This PR adds Ploomber to the Deployment & Orchestration subsection.

Project Added

  • Ploomber GitHub stars - The fastest way to build data pipelines. Develop iteratively, deploy anywhere. Python-native pipeline framework for data science and ML workflows with support for notebooks, scripts, and cloud deployment. Apache 2.0 licensed.

Verification

  • ✅ 3,626 GitHub stars (exceeds 1000+ threshold)
  • ✅ Apache License 2.0 (OSI-approved)
  • ✅ Active development (last commit: 2025-05-29, within 3 months)
  • ✅ Production-ready with comprehensive documentation
  • ✅ Not already listed in repository

Research Summary

Category 9 (AI Infrastructure & MLOps) has extensive coverage. Many elite-tier tools already listed:

  • ZenML, Kestra, MLRun, Mage AI, Dagster
  • KServe, Metaflow, Flyte, Prefect, Kubeflow
  • Airflow, Feast, Hamilton, Great Expectations
  • Aim, Evidently, Pipecat

Projects evaluated but not meeting criteria:

  • Pachyderm: Inactive since Feb 2025 (exceeds 3-month threshold)
  • Seldon Core: Business Source License (not OSI-approved)
  • Orchest: Discontinued development per official notice
  • Feathr: 1,927 stars, inactive since Apr 2024
  • Butterfree: 318 stars (below threshold)

Research run #131 | Category index: 9 | Next: Category 10 (RAG)

- Ploomber: Python-native data pipeline framework
- 3,626 stars, Apache 2.0 license, active development
- Elite-tier MLOps tool for data science workflows
@alvinreal
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Closing: Repository ploomber/ploomber is ARCHIVED as of 2025-05-29, failing the active development criteria (must have meaningful commits within last 6 months). Archived projects are not eligible for the elite-tier list.

@alvinreal alvinreal closed this May 1, 2026
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