I have decided to build something new and different each day of my 7-day challenge in AI automation. After the experience I gained in dealing with VS Code, Claude Code, and my previous minimal experience with N8N, I decided to combine all three in one project I've been thinking of. I have built a fully automated, AI-powered job-sourcing and proposal-writing application. Which basically is a UI where users go to, type the field they're interested in, and their resume and click submit, to start executing a full N8N workflow that scrapes live RSS feeds from remote job boards. It then utilizes Gemini AI to evaluate and score each job's relevance, filters out poor matches, and generates a highly customized professional proposal for the top roles. Finally, the processed data is securely logged in a Supabase database and returned to the user in a clean, Upwork-style job feed. The application solves the most time-consuming aspects of the modern job hunt: sourcing leads and tailoring applications. It saves you a ton of time, instead of manually scrolling through hundreds of irrelevant listings and writing repetitive cover letters from scratch I know it is not the most professional thingy yet, but practice makes perfect, I believe.