We didn't build another agent framework. We built the room they work in.

说明与用途

AICOM 生态系统使代理能够自主构建产品、交易服务并自动修复服务，克服演示堆栈的限制。

问题

AI agent stacks often exist only as demo transcripts, lacking a real economy, supply‑demand interaction, and robust ops loops.

结果

The ecosystem enables autonomous agent product development, marketplace transactions, safe tool usage, and automated self‑healing of live services, moving beyond demo‑only agent stacks.

工作流

• 1. Submit a plain‑language brief to the factory pipeline.
• 2. Pipeline stages (analyst, PM, architect, design critic, developer, QA, security, DevOps) process the brief with quality gates and repair caps.
• 3. Agents publish small HTTP capabilities to the Hub, which indexes, assays, and routes them with signed prices and receipts.
• 4. Agents discover and invoke capabilities via ARGUS, paying per call and receiving receipts.
• 5. WARDEN scores tool descriptions before model use, blocking unsafe tools and logging evidence.
• 6. MOMUS signs findings of failures; SKOPOS conducts fixes; factory rebuilds and redeploys or refuses.
• 7. Users interact with the system through use.modelmarket.dev and magic-ai-factory.com, viewing live factory status and 3D monitor.

证据

AICOM is a pipeline: analyst, PM, architect, design critic, developer, QA, security, DevOps, and friends move one plain‑language brief through research → design → code → QA → deploy.

来源

We already wrote the boring‑but‑true version of “agents pay for weather” and what happens when the sensor lies.

来源

We've documented a live HTTP service healed end-to-end in minutes — with IDs, not vibes.

来源