Tag: prefect

CI/CD for Data Workflows: Automating Prefect Deployments with GitHub Actions

The final part of the Data Platform Infrastructure on GCP series covers CI/CD for Prefect deployments using GitHub Actions and Docker. Automate flow builds, worker updates, and streamline orchestration across environments.

Getting to Your First Flow Run: Prefect Worker & Deployment Setup

Run your first data ingestion workflow with Prefect, Docker, and Kubernetes. This guide walks through containerized flow execution, Prefect worker deployment, and clean deployment configs, laying the foundation for a scalable, maintainable orchestration layer.

How to Setup Data Platform Infrastructure on Google Cloud Platform with Terraform

Learn how to set up a secure, scalable data platform infrastructure on Google Cloud Platform (GCP) using Terraform. This step-by-step guide covers VPC configuration, Compute Engine setup, firewall rules, Identity-Aware Proxy (IAP), Cloud NAT, and more, ensuring a cost-effective, flexible, and secure foundation for your data platform.

Breaking Down Prefect Deployments To Improve The Data Ops Efficiency

Discover how breaking down monolithic ETL flows into modular deployments enhances observability, streamlines troubleshooting, and boosts scalability. Learn to design data pipelines that evolve with your needs while maintaining performance and reliability.

dlt and Prefect, a Great Combo for Streamlined Data Ingestion Pipelines

Streamline your data ingestion pipelines with dlt and Prefect. This article explores how combining these powerful open-source tools enables scalable, efficient, and production-ready data workflows. Learn best practices, key features, and real-world insights to simplify data engineering.

Deploying Prefect on any Cloud Using a Single Virtual Machine

A pattern to improve observability, monitoring and, ultimately, data operations with Prefect. We show how to find the right trade off between number of deployments and improved operations.

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