Disclosure - this post and the video are sponsored by Teleport. The architecture, the code and the opinions are entirely my own - I built and ran everything shown here myself, and the parts that broke are in here too. 👉 Want to build this yourself? Start with Teleport's agentic identity and access control page (the …

This is the project video people keep asking me to write up - a real, end-to-end DevOps pipeline with nothing mocked: a Jenkins server that Terraform builds in one AWS region, a Jenkins pipeline that runs Terraform to build a second region, and at the end a Python Flask REST API talking to MySQL on RDS, behind an …

Disclosure - this post and the video are sponsored by Trigger.dev. The architecture, the code and the opinions are entirely my own - I built and tested everything shown here myself, and the parts that broke are in here too. 👉 Want to build this yourself? Start with the Trigger.dev Chat Agent documentation (the link …

Table of Contents What Are We Building? Architecture Overview Prerequisites Project Structure Step 1: Multi-Cloud Infrastructure with Terraform Providers Configuration AWS Module — VPC, Subnet, Security Group, EC2 GCP Module — Network, Firewall, VM Root Main and Outputs Step 2: The Flask App — CrashLab API Intentional …