... search alone kept silently corrupting the ranking, so we added an LLM-judge pass that has to confirm "same root cause" before any merge is allowed. Second, making it technically viable, cost-wise. Any expensive model can do this jobtoday throw a big API call and a good prompt at it and it works. What it won't do is stay sustainable or operable once you're running it against a real customer's volume of evidence, every ...

... updating my resume, I realized I was bouncing between different tools for resumes, cover letters, job tracking, and interview prep. I wanted everything in one place, so I started building it for myself. Today

... fills out complex web forms (job applications, registration portals, and surveys) in a single click. The data is saved in your google drive, and we don't save your data anywhere Who it's for: Job

... crucial decision on when to step away. The report wasn't finished, the inbox was overflowing. He asked the simple question: Can I realistically finish my jobtoday, or will pushing past this point damage tomorrow? Recognizing the point of diminishing returns, the line between dedication and depletion, was the hardest part of the

... share it with you all. After months of development, learning from real job seekers, and refining our AI tools, Seveum is live and ready to help people land interviews faster and smarter. Why we built Seveum Finding the right job