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Why QA Teams Struggle to Keep Automation Reliable
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Why QA Teams Struggle to Keep Automation Reliable

Test automation promises speed, consistency, and confidence. But in reality, many QA teams face a different experience. Tests fail unexpectedly. Results become inconsistent. Teams spend more time fixing tests than writing new ones. Over time, automation starts losing the trust it was supposed to build. This is not a tool-specific
19 Apr 2026 3 min read
Traditional Test Automation with Selenium: Powerful, But Costly to Maintain
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Traditional Test Automation with Selenium: Powerful, But Costly to Maintain

As products grow beyond what manual testing can handle, most teams turn to automation. The goal is simple: reduce repetitive effort, speed up regression cycles, and improve confidence in releases. For years, Selenium has been the default choice for this transition. It has powered automation frameworks across teams of all
16 Apr 2026 3 min read
Manual Testing: Benefits, Limitations, and When It Breaks Down
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Manual Testing: Benefits, Limitations, and When It Breaks Down

Most software teams begin their testing journey with manual testing. It is the most accessible way to validate a product, requires minimal setup, and allows teams to quickly verify functionality as features are built. Even today, manual testing remains a critical part of the QA process. But as products grow
14 Apr 2026 3 min read
From Legacy Query to Optimized Query: Our Refactoring Approach

From Legacy Query to Optimized Query: Our Refactoring Approach

Most applications start fast because the dataset is small. As the system grows and millions of rows accumulate, queries that once executed instantly begin to slow down, and over the period user starts noticing: ·       Slower GUI ·      Reports that ran instantly now take minutes ·       Time Out Errors from APIs ·       Latency in
01 Apr 2026 9 min read
From CI/CD to Ephemeral Environments: Scaling Feature Delivery the Right Way

From CI/CD to Ephemeral Environments: Scaling Feature Delivery the Right Way

In the previous posts of this series, We gradually improved the deployment workflow of an Angular and Java application. First, we containerized the stack using Docker so both the frontend and backend could run consistently across environments. Then introduced a Jenkins pipeline to automate builds and deployments. Finally, we integrated
17 Mar 2026 12 min read
Managing Database Versioning with Liquibase in a Spring Boot Application

Managing Database Versioning with Liquibase in a Spring Boot Application

As applications evolve, so does the database. New features require new tables, existing columns need modifications, indexes must be optimized, and relationships become more complex. Managing these schema changes manually — especially across multiple environments — can quickly become error-prone and chaotic. This is where Liquibase becomes essential. Liquibase is an open-source
05 Mar 2026 7 min read
CI-CD Pipeline with Jenkins

CI-CD Pipeline with Jenkins

Continuous Integration and Continuous Deployment (CI/CD) pipelines have become an essential part of modern software development. They help ensure that your code is stable, reliable, and deployable to production with minimal effort. In our previous article, we went through the steps to make an application docker ready. At the
26 Feb 2026 9 min read
Dockerize Your Angular App with a Java Backend

Dockerize Your Angular App with a Java Backend

In today's fast-paced digital landscape, developers face numerous challenges when building and deploying web applications. With the rise of microservices architecture and distributed systems, it's becoming increasingly important to ensure that your application is scalable, secure, and efficient. One effective way to achieve these goals is
19 Feb 2026 9 min read
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