Argus

This is a submission for the Built with Google Gemini: Writing Challenge What I Built with Google Gemini Information overload is real. As someone who follows tech markets and industry news, I found myself drowning in browser tabs, losing track of sources, and spending hours trying to synthesize scattered data into something actionable. I wanted a system that could watch the web for me — and that's how the Web Intelligence Platform was born. The platform is a full-stack, production-ready web monitoring and market intelligence system built with Python (FastAPI), React + TypeScript, MongoDB, Redis, and Docker Compose. Here's what it does: Project Management : Organize monitoring targets into isolated workspaces (e.g., "Renewable Energy", "AI Startups", "Competitor Watch") Autonomous Crawling : Discover and scrape web sources with anti-blocking mechanisms — Playwright fallback for JS-heavy pages, User-Agent rotation, adaptive rate limiting, and retry logic NLP Pipeline : Every scraped docu