Roxabi Circle

A Discord room for builders who ship AI systems and open-source code. High-signal intent. Membership filter in construction — the invite is open while we wire the gate.

What it is — and what it is not

Is

A circle of builders

AI as subject or tool. Open source as practice. People who publish public code, argue stack choices, and share harnesses that actually run.

Is not

A generic AI Discord

Not a course, not a job board, not crypto, not no-code support. Density is the goal; the automated filter that enforces it is still being wired.

GitHub will be the door

Today the server invite is public. The product goal is a filtered membership path — real GitHub identity, an entry PR, open scoring. That path is in construction; do not expect auto-approval yet.

01

Join Discord

The invite is public now. Come in, introduce yourself, stay technical. Membership roles are not auto-granted yet.

02

Prepare the profile

Public GitHub work is the signal we will score. Watch the applications repo — entry PRs unlock scoring when the gate ships.

03

Scoring (shipping next)

Heuristic scoring on public activity is designed and tested in the monorepo. Auto role grant and numeric reject DMs are not live on the apply path yet.

04

Appeal when edge

Borderline and private-only histories will go through appeal. Staff can override. Cooldown re-apply once the gate is on.

What people talk about

Hard technical subjects. Belief confrontation over hype. If it does not touch how you build or run systems, it does not belong here.

  • Custom harnesses and agent stacks
  • Workflows and business automation
  • Chatbot architecture inside a SaaS
  • Knowledge bases and integrations
  • MCP, plugins, tool surfaces
  • Shipping faster under AI without losing quality

Principles before the room

Circle is the Guild layer — builders who gather around the creed and the primitives. The Constitution records what we will not trade away. Read that first if you care about sovereignty and open-by-architecture.

Want the denser room?

Join Discord now. Bring a GitHub that shows real public work — that signal will matter when the filter lands.