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Technical· 2026· Solo — architecture & orchestration

OpenClaw Agent Team

A self-hosted multi-agent dev team in Discord — Claude orchestrates two local Ollama agents that write, review, and ship code straight to GitHub.

OpenClaw Agent Team

Overview

A three-agent development team living in Discord: Deborah orchestrates as the boss, Ava writes code, and Marcus does QA. Deborah runs on an Anthropic Claude model while Ava and Marcus run on a smaller model served locally by Ollama on a Mac mini. A fine-grained GitHub personal access token lets the team read the repo, make changes, and push commits automatically.

Highlights

  • 01Architected a 3-agent team — Deborah (orchestrator), Ava (writer), and Marcus (QA) — collaborating over Discord to plan, write, and review code.
  • 02Ran the orchestrator on Anthropic's Claude API while the writer and QA agents ran on a smaller model self-hosted with Ollama on a Mac mini.
  • 03Configured a fine-grained GitHub personal access token so the team can read/write the repo and push commits automatically, unattended.