
Sophia Montenegro developed a unified HTTP client layer and real-time reporting system for the CS4311_TRACE_Alpha_Spring2025 repository, focusing on streamlining data flow between crawl components and the Webtree interface. Using Python, she standardized HTTP requests across crawler, directory brute-force, and fuzzer modules, implementing a shared communication layer and integrating real-time updates via POST requests. Her work included backend API endpoint synchronization to ensure accurate data delivery and enhanced Webtree integration by updating payload parameters and refreshing extracted URL lists. This engineering effort demonstrated depth in API integration, backend development, and network programming, resulting in improved data accuracy and stakeholder 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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