
Over two months, Daniel Aguilar developed the TRACE Web Scraping & Credential Generator Platform in the LeonG19/CS4311_TRACE_Epsilon_Spring2025 repository, delivering end-to-end backend services for web crawling, fuzzing, and brute-forcing, as well as an AI-driven credential generator. He implemented persistent, job-based execution and streaming results with robust storage, enabling scalable, real-time security testing. Using Python, FastAPI, and Svelte, Daniel also built a unified Previous Results view, allowing users to filter and navigate past scan results across multiple tools. His work emphasized asynchronous programming, state management, and code cleanup, resulting in a stable, extensible platform for automated risk assessment.

May 2025 monthly summary focusing on delivering a centralized Previous Results view across tools, enabling unified viewing and filtering of past scans across Crawler, HTTPTester, SQL Injector, and DB Enumerator, with per-tool rendering and session-based navigation. Implemented checkpoint persistence and completed cross-tool results loading. Cleaned up debugging artifacts to improve stability.
May 2025 monthly summary focusing on delivering a centralized Previous Results view across tools, enabling unified viewing and filtering of past scans across Crawler, HTTPTester, SQL Injector, and DB Enumerator, with per-tool rendering and session-based navigation. Implemented checkpoint persistence and completed cross-tool results loading. Cleaned up debugging artifacts to improve stability.
2025-04 Monthly Summary for LeonG19/CS4311_TRACE_Epsilon_Spring2025: Delivered an end-to-end TRACE Web Scraping & Credential Generator Platform with backend services for web crawling, fuzzing, and brute-forcing, plus an AI-driven credential generator and a frontend UI to configure and launch scans. Subsequent commits added crawler severity, persistent job-based execution, and streaming results with robust persistence and project-scoped storage. Implemented crawl-state persistence across page navigations and resolved conflicts to stabilize the release. The work accelerates automated security testing, enabling scalable, real-time insights for risk prioritization.
2025-04 Monthly Summary for LeonG19/CS4311_TRACE_Epsilon_Spring2025: Delivered an end-to-end TRACE Web Scraping & Credential Generator Platform with backend services for web crawling, fuzzing, and brute-forcing, plus an AI-driven credential generator and a frontend UI to configure and launch scans. Subsequent commits added crawler severity, persistent job-based execution, and streaming results with robust persistence and project-scoped storage. Implemented crawl-state persistence across page navigations and resolved conflicts to stabilize the release. The work accelerates automated security testing, enabling scalable, real-time insights for risk prioritization.
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