Roadmap

What we're working on — and where this is going

Argo isn't a finished product — it's a system that gets more reliable, more secure, and easier to use with every release. This page shows, in priority order, what's coming up next, plus the goals that shape the long-term direction — deliberately without fixed dates, because quality comes before speed.

Up next

The next four priorities, in this order

What's in progress now builds on the existing system — it doesn't replace anything, it sharpens what's already running.

Priority 1

Model selection and routing

The decision of which model takes on a task gets even more accurate: better assessment of difficulty and risk, finer grading between cheap and strong models, more traceable reasoning behind every choice — along with the new "Ultracode" routing mode for especially demanding coding tasks.

Priority 2

Better data, knowledge, and file processing

Argo should be able to classify, link, and use stored knowledge, workspace content, and files even more precisely — finer control over what gets processed and how, and a stronger foundation for everything built on top of that knowledge.

Priority 3

UI overhaul

The interface should make the system's depth more accessible: a clearer overview of running and past runs, a more understandable view of plans, decisions, and checks — less searching, more understanding at a glance.

Priority 4

Improved agent capabilities

More capabilities for Argo itself, plus optional, in-app downloadable extensions for external connections — to services like Google Drive, email inboxes or servers, or organizational tools. All of it stays optional and gets switched on deliberately.

Long-term goals

The direction beyond the next steps

Two goals shape where Argo is headed long-term — in this order of priority.

Long-term — 1

A general-purpose knowledge processing and editing system

Project-specific memory grows into a broader system that doesn't just store knowledge, but actively structures, links, and makes it usable for new tasks — beyond individual projects.

Long-term — 2

Plugins

An open ecosystem for extending Argo with additional capabilities — controlled, and under the same security and approval principles as the rest of the system.

Feedback on the direction?

This roadmap is prioritized, but not set in stone. If one of these priorities matters a lot to you — or something's missing — we'd like to hear about it.