top of page
Writer's pictureAshwani Jha

How to ensure that you don't ship code with bugs to production?





How to Ensure Your Code is Bug-Free Before Hitting Production

Ensuring that the code we push to production is as bug-free as possible is a cornerstone of high-quality software development. It not only protects the user experience but also safeguards the reputation of our teams and products. Here's a comprehensive approach that combines automated testing, manual review, and strategic deployment practices to minimize the risk of introducing bugs into production environments.


The Multilayered Testing Approach:


Unit Tests: The foundation of our testing strategy involves writing unit tests for individual components. This ensures that each part of the application performs its intended function correctly.

Integration Tests: To catch issues that unit tests might overlook, we conduct integration tests. These tests verify the interactions between components, ensuring they work together seamlessly.

Load Tests: Load testing simulates real-world usage scenarios to verify that our application can handle expected traffic and stress without performance degradation.


Beyond Automated Testing:


Manual Sanity Checks: Despite the reliability of automated tests, manual sanity checks remain crucial. They help us identify any obvious issues that automated tests might miss, ensuring the application behaves as expected from a user perspective.

Ensuring Stability with Bake Time: Before any code reaches production, we let it "bake" in a pre-production environment. This bake time is crucial for monitoring the application’s behavior over a period, allowing us to catch and address delayed issues.

Strategic Deployment: Silos and Regions

We adopt a phased deployment approach, releasing changes incrementally across different silos or regions. This method reduces the risk of widespread issues, allowing for isolated testing and adjustment.


Rigorous Review Process:


Code Review: Peer reviews of the code changes are essential for maintaining coding standards and spotting potential issues early.

Deployment Review: A thorough review of the deployment plan ensures that the team is fully prepared for the rollout, minimizing environment-specific issues.

Baking in the Gamma Environment: The gamma environment, which closely mirrors production, is where our code undergoes its final tests. Extending the bake time here allows for comprehensive verification before the production rollout.


Monitoring and Automated Alerts:


Active Monitoring: We keep a close eye on application metrics and system health to quickly detect any anomalies.

Automated Ticketing: Any issues detected during monitoring are automatically ticketed, ensuring prompt resolution.

Safe and Sound Production Rollout

Depending on the results from the gamma environment, changes can either automatically proceed to production or require manual approval. Should any critical issues arise, we have a clear reversion strategy to quickly mitigate any negative impact on the production environment.


Conclusion:

By embracing a disciplined and multifaceted approach to software deployment, we significantly reduce the chances of bugs sneaking into our production environment. This strategy not only enhances the reliability and stability of our applications but also ensures a superior user experience. Remember, the goal is not just to fix bugs but to prevent them from occurring in the first place, maintaining the high-quality standards our users expect and deserve.

7 views0 comments

Recent Posts

See All

Creating and Managing Branches in Git

What Is a Branch? In this lesson, you will learn what a branch is and how it is a central feature that allows git for making...

Comments


bottom of page