During January 2025, Azureuser enhanced the privacy-tech-lab/gpc-web-crawler by focusing on reliability, configurability, and deployment consistency. They implemented robust retry mechanisms for critical operations such as WebDriver startup and GPC endpoint checks, directly improving crawler uptime. Azureuser migrated deployment tooling from legacy Docker Compose to the modern docker compose approach, streamlining operational workflows. Input validation for batch numbers was refined to prevent invalid crawl runs, and proxy configuration was extended across both BrowserManager and WebCrawler, supporting diverse network environments. Their work leveraged JavaScript, Docker, and Selenium, demonstrating a methodical approach to improving system robustness and deployment flexibility within the project.