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Cloud Platform on Azure / AWS / Google CloudSaaS platform / web serviceSmall engineering/DevOps team

Cloud Platform on Azure / AWS / Google Cloud

A team maintained a platform with manual deployments and inconsistent environments, leading to risk during changes and difficult incident recovery. We migrated the platform to the cloud using infrastructure as code, observability, and an SLO approach.

99.9%
Example monthly availability SLO target in SRE practices
24h
Lead time for changes for elite performers (DORA benchmark)
Cloud Platform on Azure / AWS / Google Cloud

Project Goals

1

Standardized environments via infrastructure as code (IaC).

2

Faster and lower-risk deploys.

3

Observability (logs/metrics/traces) and clear SLO goals.

4

Faster recovery during incidents.

Our Approach

1

Defined target architecture and separated the platform into clearly responsible components.

2

Implemented IaC for environments and configurations and automated deployment.

3

Added monitoring, alerts, and incident runbooks.

4

Introduced SLO/SLI metrics and an error budget approach to balance changes and reliability.

Solution

  • Cloud infrastructure described as code (IaC).
  • CI/CD for deployments with safety checks.
  • Observability stack (metrics/logs/traces) and alerts.
  • SLO framework and incident process.

Results

  • More standardized environments and more predictable deployments.
  • Better system visibility and faster diagnostics.
  • Clearer reliability goals (SLO) and change management via error budgets.

FAQ

Do we have to migrate everything at once?
No. Migration is usually phased – starting with critical components and validating stability.
How do we measure reliability?
Via SLI metrics (availability/latency/error rate) and SLO targets, plus error budgets for risk control.
What happens in an incident?
There are alerts, runbooks, and a response/post-mortem process to reduce MTTR and prevent recurrence.

Ready to Stop the Repetition?

Send us a few examples of manual tasks you do regularly, and we'll show you how we can automate them.

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