I recently completed all stages of Ramp’s interview process, including initial CTF challenge then two technical rounds (which I was told I performed very well on), followed by final rounds focused on technical, behavioral, and architectural discussions. I came in prepared, felt aligned with the interviewers, and didn’t pick up on any signs of concern throughout. Despite the time and energy invested, the final response was a brief note saying they wouldn't be moving forward—without any feedback or even a general comment like “it was a tough decision” or "sorry but we're looking for someone with different experience". While earlier rounds included constructive takeaways, the final stages offered nothing but a cold denial. I’m very self-aware and typically can recognize when something hasn’t landed well, but in this case, there was little indication that anything was off. That’s exactly why feedback would’ve been valuable. As a candidate, you’re left wondering whether it was technical, communication-related, or something else entirely. If you’re applying here, know that the process is structured and the team seems smart and kind—but don’t count on transparency or closure at the end if it doesn't go your way. Which can lead to a very negative and regrettable experience. Good luck!