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By Miloš Žagar
June 27, 2025

Ensuring Safe and Seamless Deployments with Canary Releases!

Ensuring Safe and Seamless Deployments with Canary Releases!

At Brighting, we believe that innovation isn’t just about building great software, it’s about delivering it safely, efficiently, and with minimal risk.

That’s why our colleague Nebojša Rajić recently led a knowledge-sharing session on the Canary Deployment Strategy, diving deep into its technical benefits, business impact, and best practices.

🔹 What is Canary Deployment?
A canary release is a deployment strategy where a new software version is gradually rolled out to a small subset of users before full release. Inspired by canary birds used in coal mines to detect danger, this approach helps identify issues early while keeping disruptions to a minimum.

💼 The Business Case for Canary Deployments
In addition to technical risk reduction, canary deployments align with key business goals:
✅ Improves customer experience by preventing downtime
✅ Accelerates time-to-market with real-world validation
✅ Reduces rollback costs by catching issues early
✅ Enables A/B testing for data-driven decision-making

🏢 Who Uses Canary Deployment?
🔹 Google(Gmail, Search, Cloud)
🔹 Netflix(Streaming infrastructure)
🔹 Amazon(AWS services, e-commerce)
🔹 Meta(Gradual feature rollouts)
🔹 Microsoft(Windows updates, Azure)

🛠️ Why Use Canary Releases?
✅ Risk Mitigation – Test updates in a controlled environment
✅ Early Feedback – Identify and resolve issues before full rollout
✅ Simple Rollback – Quickly revert if something goes wrong
✅ Zero Downtime – Users experience a seamless transition

🔍 Challenges & Best Practices
While canary deployments provide a safer rollout strategy, they require careful planning and automation. Nebojša highlighted:
📌 Automating the process to ensure smooth execution
📌 Defining success metrics to evaluate new versions
📌 Monitoring performance and maintaining a feedback loop
📌 Using feature flags for controlled releases

💡 Real-World Example
Canary Deployment on AWS Lambda Nebojša walked us through a practical example of implementing a canary release for AWS Lambda-based services, a common use case for serverless applications that require safe, gradual rollouts with zero downtime.

🔹 The Challenge
Deploy a new Lambda version without disrupting active requests, ensuring only a small percentage of users receive the update before full deployment.

🔹 The Approach
✅ Traffic Splitting – Gradually shifts users to the new Lambda version using alias weighting.
✅ Automated Monitoring – Tracks success rates, latency, and errors via CloudWatch & X-Ray.
✅ Gradual Rollout & Rollback – Increases traffic if stable; instantly reverts on failure.
✅ Feature Flags – Dynamically controls user exposure for a smoother experience.

🔹 The Result
🚀 A deployment process that minimizes risk, ensures high availability, and reduces rollback costs—all while keeping end users unaware of ongoing updates!

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