Deployment Strategies: Scenario-Based Questions
55. Whatβs the difference between blue-green and canary deployments, and when would you use each?
Both blue-green and canary deployments reduce risk when releasing software by controlling exposure. They differ in how traffic is managed and how gradual the rollout is.
π΅ Blue-Green Deployments
- Maintain two production environments: blue (current) and green (new).
- Deploy new version to green, test it, then switch all traffic from blue to green.
- If issues arise, roll back by redirecting traffic back to blue.
β Pros:
- Simple and fast rollback.
- Isolated environments β zero-downtime switch.
π« Cons:
- Resource-intensive β duplicate environments.
- Harder to validate under real user load before switching.
π€ Canary Deployments
- Deploy the new version to a small subset of users (e.g., 1%, 10%).
- Gradually increase traffic over time based on metrics and error rates.
- Automated rollback possible if issues detected early.
β Pros:
- Real-time validation with real user traffic.
- Minimizes blast radius if something breaks.
π« Cons:
- Complex rollout logic and monitoring.
- Requires detailed observability and progressive routing support.
π§ When to Use Which?
- Blue-Green: When downtime is unacceptable, and infrastructure duplication is acceptable (e.g., enterprise apps, monolith upgrades).
- Canary: When you want fine-grained control over impact, especially in high-traffic or multi-region setups (e.g., SaaS, APIs).
π Final Insight
Both strategies aim for safe, reliable releases. Choose based on your architecture, monitoring maturity, and ability to manage progressive traffic routing and rollback logic.