During August 2025, Sarbik Bhattacharya developed a flexible internationalization translation extraction feature for the atlanhq/i18n repository. He introduced a frontend-branch parameter, enabling translation files to be generated for specific frontend branches, which streamlined custom deployments and environment-specific testing. This solution leveraged JavaScript, Shell scripting, and YAML to automate branch-aware workflows within CI/CD pipelines using GitHub Actions. By aligning translation generation with multi-branch deployment strategies, Sarbik reduced manual translation scoping and improved testing fidelity. His work demonstrated a thoughtful approach to repository automation and cross-team collaboration, addressing the need for accurate, branch-specific translations in modern development environments.