
During April 2025, Sophia Montenegro developed a unified HTTP client layer and real-time reporting system for the SophiaMontenegro/CS4311_TRACE_Alpha_Spring2025 repository. She integrated a shared communication layer across crawler, directory brute-force, and fuzzer modules, standardizing HTTP requests and enabling real-time updates to Webtree. Using Python, she addressed backend API endpoint synchronization, ensuring accurate data delivery within the backend. Her work also enhanced Webtree integration by updating payload parameters and refreshing extracted URL lists, improving data accuracy and reporting. The project leveraged skills in API integration, backend development, and network programming, demonstrating a focused approach to streamlining data flow and visibility.

April 2025 monthly summary for SophiaMontenegro/CS4311_TRACE_Alpha_Spring2025: Implemented a unified HTTP client layer and real-time Webtree reporting, fixed backend API endpoint routing, and enhanced Webtree integration. These changes streamline data flow from crawl components to Webtree, improve data accuracy, and provide timely visibility for stakeholders.
April 2025 monthly summary for SophiaMontenegro/CS4311_TRACE_Alpha_Spring2025: Implemented a unified HTTP client layer and real-time Webtree reporting, fixed backend API endpoint routing, and enhanced Webtree integration. These changes streamline data flow from crawl components to Webtree, improve data accuracy, and provide timely visibility for stakeholders.
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