There’s a moment every technical writer knows. You’re deep in a paragraph about memory migration frameworks or AI transparency, and you realize you’ve been trying to write, but your ideas need further refining.
You need a kickstart to find the right direction, and you need it quickly before the moment lapses.
No one’s pushing back on your assumptions. No one’s telling you the paper that directly contradicts your third point or provides you with insights outside of your current thoughts.
That’s the gap we decided to close. Over one sprint, we built JOT Collab, a live AI research collaborator embedded directly into the writing interface of VEKTOR Memory’s note editor.
Here’s what we built, and some of the challenges we faced.







