#ci-cd

Articles tagged with #ci-cd

The Complete Terraform Guide
Table of Contents: Introduction What is Terraform? Why use Infrastructure as Code (IaC)? Terraform vs. Other IaC tools (CloudFormation, Pulumi, Ansible) Installation & Setup Installing Terraform (Windows, macOS, Linux) Verifying Installation...
Jul 5, 202560 min read553
Guide to Deploying Machine Learning Models with Django and Docker to AWS
Deploying machine learning models is a crucial step in transforming your trained models into usable applications. Deployment enables you to serve predictions via an API, integrate them with web applications, and make them accessible to end-users. Thi...
Jul 17, 202413 min read271
Migrating a Monolith Python Django Application to a Scalable Microservice Architecture
Transitioning a monolithic MVP to a scalable architecture is a critical task that ensures your application can handle increasing loads and complexity. This guide focuses on migrating a monolithic Django application, hosted on EC2 with Nginx as a reve...
Jul 8, 20246 min read214
The Ghost in the Load Balancer: A Production Deployment Nightmare
As a seasoned software engineer with a decade under my belt, I've seen my fair share of production deployment disasters. But one night, in the wee hours before a major product launch, I encountered a bug that nearly drove my boss to defenestration. I...
May 29, 20244 min read49