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SaaS Architecture & Startup Engineering · Lesson

Gradual Rollouts & Testing

Plan and execute gradual rollouts, comprehensive testing, and validation strategies for migrating critical legacy components to SaaS.

Migrating Safely: Gradual Rollouts

When moving critical parts of a legacy system to a new SaaS architecture, a big bang approach (switching everything at once) is risky. That's where gradual rollouts come in!

Gradual rollouts involve deploying new features or migrating components incrementally to a small subset of users or infrastructure first. This minimizes risk and allows for careful testing.

Why Roll Out Gradually?

Gradual rollouts are crucial during migrations for several reasons:

  • Reduce Risk: Limit the impact of potential bugs or performance issues to a small user group.
  • Gather Feedback: Get real-world usage data and feedback early.
  • Monitor Performance: Observe how the new system performs under actual load.
  • Minimize Downtime: Avoid lengthy maintenance windows or service interruptions.

All lessons in this course

  1. Strangler Fig Pattern
  2. Replatforming vs. Refactoring
  3. Gradual Rollouts & Testing
  4. Data Migration Strategies
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