I divide my unstructured universe into workspaces, each workspace is a self-contained shareable/moveable soon-to-be-containerized runtime running an in-process LMDB with roaring bitmaps and (for now, S2-like hilbert space projections will replace it soon) lancedb for some basic cossim search. You configure your data sources per Workspace - imap, files, s3, soon slack(bc I use it), on top you create a classically-looking virtual tree. That tree is made of bitmaps - /work/customers/acme org/projects does a logical AND on all bitmaps in the path (work AND customers AND..) - if you zoom out to /work/customers you see all data for all customers, if you'd create /work/projects - you'd see all data tagged with any project. On top of that tree sit contexts - think moveable db views. You create a context "acmeorg" and bind your browsers, cli(for dynamic dotfiles), notes apps etc to it. You can even mount a file representation of all indexed objects via a fuse driver. When you point acmeorg at /work/customers/acme org/projects/foo everything moves with you - your browser stashes current tabs and opens relevant ones, your fs mount shows only relevant content etc - moving to projects/bar does the same, if you do that via commandline ctx set ../projects/foo --update-dotfiles - you get your dotfiles You can setup actions - if I send a browser tab thats a yt url into home/music download it and place it into my roaming profile workspace Home, if I index a arxiv website, hit the library agent to properly assign it to existing tree paths and write a summary There is also timeline support - you can have a personal and wikipedia aaand historian foo timeline, wanna know the zeitgeist of when your grandma was born - tick extra timelines and query in layered mode Ou, and there is real-time streaming support, your db can resurface documents based on GPS or based on your camera feed (or, will implement today - show related documents based on your desktop view) - primitive vector sim search now, will be something much better riding the internal representations of gemma4 (for now) - ok let me stop here, you'll have a pinned task list per workspace on the left and a set of a2ui canvases and old-school boring and rigid apps that will either be directly contextualized or just ride the contextualized filesystem(as obsidian does). Ou, did I mention agent usecase? Agent switches to /work/task1 and his local *.md files are only related to that task, want more zoom, switch to /work. ok, oook, let me really stop here