I am Magnus, a developer based in southern Sweden. I go by nitekode online.
I am an avid reader of Hacker News but I find it hard to keep up at times. The problem is that the most valuable stuff isnt always in the linked articles but in the comments. And there can be alot :) The engineering manager who was just laid off explaining what actually happened internally. The trader who explains why "energy independence" is a myth. The defense analyst who knows why stockpiles are empty. That signal is there every day, scattered across thousands of comments in 30 frontpage posts. Nobody has time to really go through it all.
HN Debrief distills it all. At the end of each day (UTC) the previous day's front page is pulled. Not every post sparks a discussion worth reading, so we surface the threads that did. Each one is fed through AI that generates a summary, finds the sharpest insights, and pulls out the contrarian takes that push back on the majority view. It also finds the links people shared, why they were shared, and compiles them into a reference section. Every insight gets attributed to its author, with a link back to the specific comment.
This isn't a replacement for Hacker News. It's a companion. We choose which threads are worth your time — but we don't change what they said. The AI extracts, summarizes, and structures. It doesn't judge or editorialize the content itself. If the thread was angry, the summary says so. If a downvoted comment went against the grain but made the best argument, it shows up in the contrarian views.
HN Debrief is self-funded for now but we might explore daily sponsors in the future if the costs grow to much. If you want to support the project, tell a fellow Hacker News reader, sign up for the daily email and give some feedback/suggestions.
Built solo. Find me at: GitHub · X · magnus@nitekode.com