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SaaSDevOpsCI/CD

SaaS startup: CI/CD pipeline overhaul

A 50-person engineering team was spending hours on each deployment, with frequent failures and rollbacks. We redesigned their CI/CD pipeline to enable fast, reliable releases.

SaaS startup: CI/CD pipeline overhaul

8 min

Deployment time

82%

Time reduction

4x

Release frequency

0

Failed deploys

The challenge

  • 45-minute deployment process with manual steps
  • Frequent deployment failures requiring rollbacks
  • Engineers afraid to deploy—releases batched weekly
  • No automated testing in the pipeline
  • Environment inconsistencies causing 'works on my machine' issues

Our approach

  • Audited existing pipeline and identified bottlenecks
  • Redesigned pipeline with parallel stages and caching
  • Implemented comprehensive automated testing
  • Created consistent environments with Infrastructure as Code
  • Established deployment best practices and documentation
  • Trained team on new pipeline and processes

Results

  • Multiple daily releases instead of weekly batches
  • Engineers confident to deploy their own changes
  • Bugs caught earlier through automated testing
  • Consistent environments across dev, staging, and production

Technology stack

GitHub ActionsDockerKubernetesTerraformJestCypress

Next steps

  • Feature flag implementation for safer releases
  • Canary deployment strategy
  • Performance testing integration

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