DevOps

DevOps

DevOps practices bridge development and operations through automation, continuous integration, and infrastructure as code. These patterns reflect real-world production support experience on mission-critical messaging platforms.

CI/CD Pipeline — GitHub Actions

Automated build, test, and deploy workflow for containerized applications.

Dockerfile — Multi-stage Production Build

Lean production image with separate build and runtime stages.

Incident Response Runbook

Standard operating procedure for production incidents.