Tag: data platform architecture

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.

Organizing Networking for Data Platforms: Key Connectivity Options

Optimize your data platform by making informed networking decisions. This article explores how networking impacts ELT workflows, covering key connectivity options, security considerations, and best practices. Learn how to design a secure, scalable, and high-performing data platform architecture with the right networking.

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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