In The Bleak Midwinter
Cloud & DevOps
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Cloud & DevOps

AWS, Azure, GCP, Kubernetes, CI/CD pipelines

Hands-on cloud and platform engineering training for teams migrating, scaling or hardening infrastructure across AWS, Azure and GCP.

What the program covers

Modules go from infrastructure-as-code and container orchestration with Kubernetes to CI/CD pipeline design, observability and cost optimization. Teams leave with pipelines and runbooks they can deploy the same week.

Recent outcomes

  • A retail client migrated a monolith to Kubernetes over a two-week intensive, cutting deploy time from hours to minutes.
  • An internal platform team designed a reusable CI/CD template now used across 20 repositories.
  • A scale-up reduced monthly cloud spend by 30% after the cost-optimization module.

Technologies covered

  • AWS
  • Azure
  • GCP
  • Kubernetes
  • Terraform
  • Docker
  • GitHub Actions

Program agenda

Infrastructure as code (Day 1)

  • Terraform fundamentals
  • Reusable modules
  • State management & remote backends
  • Multi-cloud best practices

Containers & orchestration (Days 2–3)

  • Advanced Docker
  • Kubernetes architecture
  • Deployments & rolling updates
  • Helm & configuration management

CI/CD (Day 4)

  • Pipeline design
  • Automated testing
  • Deployment strategies (blue-green, canary)
  • Pipeline security

Observability & cost (Day 5)

  • Monitoring & alerting
  • Centralized logging
  • FinOps & cost optimization
  • Disaster recovery plan

Deliverables

  • Reusable CI/CD pipeline
  • Reference Kubernetes cluster
  • Operations runbook
  • Cloud cost dashboard

Commitments

  • Group of 6 to 10 people
  • Prerequisites: basic Linux & networking
  • Duration: 5 days
  • One cloud provider of your choice

Equipment & materials

  • Cloud sandbox environment provided
  • Dedicated Kubernetes access
  • Laptop required (BYOD)
  • Course materials + cheatsheets