Cloud Deployment
Infrastructure you can reason about: defined in code, deployed by a pipeline, monitored properly, and costing what you expected at the end of the month.
Infrastructure you can reason about: defined in code, deployed by a pipeline, monitored properly, and costing what you expected at the end of the month.
Most applications do not need a complex platform. A container service, a managed database, a CDN and a queue will carry a very large business. We resist architecture that exists to be impressive, because someone has to operate it at two in the morning.
Everything is defined in code so environments are reproducible and a change is reviewable. No configuration that exists only in a console and only one person remembers.
Cloud bills grow quietly — an oversized instance here, unbounded log retention there, cross-region traffic nobody costed. We set a budget at design time, tag resources so spend is attributable, and put alerts on the thresholds that matter.
Terraform, reviewable and reproducible.
Tested, automated deploys with rollback.
Docker images and orchestration sized to the actual load.
Uptime, latency, errors and log aggregation.
Tested restores, not just scheduled backups.
Right-sizing, tagging and budget alerts.
Usually whichever your team already knows. The capability gap between AWS, Google Cloud and Azure is much smaller than the gap between a platform your engineers understand and one they do not. Data residency requirements sometimes make the decision for you.
Probably not. Most applications are better served by a managed container service. Kubernetes is worth its operational overhead at genuine scale or with many teams deploying independently — otherwise it is complexity you pay for daily.
Often significantly. A cost review typically finds over-provisioned compute, forgotten environments, unbounded log retention and storage on the wrong tier. We report the expected saving before doing the work.
Automated backups with tested restores, defined recovery objectives and a written runbook. An untested backup is not a backup.