Understanding Site Reliability Engineering (SRE)
Site Reliability Engineering (SRE) can also help organizations to be more proactive in identifying and addressing potential issues before they become …
Read Article →Devops
98 articles about devops development, tools, and best practices
What is DevOps?
DevOps is a term that combines “development” and “operations.” It is a methodology that aims to bridge the gap between the …
Read Article →How does Disaster Recovery work in the Cloud?
Disaster Recovery (DR) in the cloud refers to the process of recovering IT infrastructure and data in the event of a disaster, such as a natural …
Read Article →What is DevOps and why is it important?
DevOps is a software development methodology that emphasizes collaboration and communication between software developers and IT operations teams. It …
Read Article →Advanced Patterns and Techniques
Environment-Specific Configurations
Use Kustomize overlays to manage environment-specific configurations:
# base/deployment.yaml
apiVersion: apps/v1 …Advanced Patterns and Techniques
Monitoring Strategies
Health Monitoring
Ensuring service availability and proper functioning:
Health Check Types:
- Liveness probes (is the service …
Advanced Patterns and Techniques
CI/CD for ML
Automating the ML deployment pipeline:
ML-Specific CI/CD Challenges:
- Testing data dependencies
- Model quality gates
- Larger artifact sizes …
CI/CD Pipeline Integration
CI/CD Pipeline Integration
Manually building and deploying containers works for development, but production demands automation. I’ve built CI/CD …
Read Article →Container Fundamentals and Docker Basics
Container Fundamentals and Docker Basics
Containers transformed how I think about application deployment. After years of wrestling with “it …
Read Article →Container Orchestration and Docker Compose
Container Orchestration and Docker Compose
Managing multiple containers manually becomes unwieldy fast. I learned this the hard way when I had to …
Read Article →Container Security and Vulnerability Management
Container Security and Vulnerability Management
Container security kept me awake at night during my first production deployment. A single vulnerable …
Read Article →Fundamentals and Core Concepts
Single Repository vs. Multiple Repositories
Single Repository (Monorepo) Approach:
fleet-infra/
├── clusters/
│ ├── production/
│ │ ├── …