Janjak

The challenge

Most assistants respond to the current prompt but lose the larger context: the people, projects, decisions and patterns that make an answer genuinely useful.

My contribution

I designed a context system combining semantic memory, an entity graph, a personal model and workflow automation, with explicit privacy controls around what the assistant can retain and use.

The outcome

Janjak explores a more useful model for personal AI—one built around continuity and user control, rather than a collection of isolated chats.