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The Forge

9-agent AI system that ships real PRs, manages real deploys, and synthesizes everything into a 30-second morning brief — across 24 active projects.

Challenge

Running two businesses, client projects, and personal infrastructure in parallel generated more work than any single person could track — let alone execute. The bottleneck wasn't ideas or resources; it was the coordination overhead of being the integration layer for everything.

System choice

Designed a 9-agent organization on Paperclip (open-source AI control plane) with OpenClaw gateways. Two orchestrators (GPT-5.4 Pro) dispatch to seven specialized ICs: Codex engineers for code, Gemini analysts for research and ops, a creative director for content and brand, and a local Ollama fallback for cost control. Every PR goes through a two-pass quality gate before auto-merge. A deploy watcher handles rollbacks. A daily brief synthesizes 24 projects into one Telegram message.

Outcome

24 projects actively tracked and worked. Agents produce real PRs, real deploys, and real content drafts — peer-reviewed by a second agent before anything merges. $0 monthly API cost via OAuth passthrough. Routine execution is handled; strategic decisions stay with the human.