Workflow Orchestration (3 articles)
- AI and Automation
Key Trends Shaping Apache Airflow and AI Workflows
Discover the latest trends in Apache Airflow, from advancements in AI/ML workflows to enterprise adoption and workflow automation. Learn how Airflow is transforming data engineering.
- Workflow Orchestration
Prefect: The New Era of Workflow Orchestration for AI and Data Engineering
Prefect is an open-source Python library enhancing workflow orchestration in AI and data engineering. It simplifies complex workflows with features like local and cloud deployment, built-in error handling, and LLM integration. Prefect empowers data scientists to efficiently manage AI systems, paving the way for advancements in automated decision-making and infrastructure management.
- Real-Time Data Processing
Comparing Workflow Orchestration Tools: Airflow, Prefect, Windmill, n8n, and More
In the evolving data landscape, workflow orchestration tools are crucial for managing data pipelines. This article reviews popular options like Apache Airflow, Prefect, and n8n, highlighting their pros and cons. The right tool depends on team expertise and project needs, from complex workflows to simpler, no-code solutions.