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Aleksandr Artamokhov edited this page Jun 26, 2026 · 1 revision

AI-Factory — Wiki

Self-hosted MIT factory: plain-language idea → multi-agent pipeline → shippable web product (landing or full stack).
Live demo magic-ai-factory.com
Ecosystem landing alexar76.github.io/aicom · modeldev.modelmarket.dev
Demo admin admin/login — passwordless (admin, Enter admin demo) (demo host only)
Demo disclaimer Shared site — AIFACTORY_DEMO_READONLY=1 blocks settings save, backup/restore, user CRUD
Source repo github.com/alexar76/aicom
Ecosystem knowledge base docs/ecosystem/knowledge-base.md · whitepaper
Full docs in tree docs/ (50+ guides)
YouTube Idea → agents → shippable product

What it is

AI-Factory is a multi-agent pipeline you run on your own server: analyst, PM, architect, developer, QA/E2E, security, DevOps, marketing, and more. State and artifacts live on disk (data/), you bring your own LLM keys, and there is no per-seat cloud pricing.

Typical wall-clock (DeepSeek, without long repair loops): marketing_landing ~20–25 min; full_software ~25–45 min for a simple brief, up to hours when gates iterate.

Quick start (self-hosted)

git clone https://github.com/alexar76/aicom.git
cd aicom && cp -n .env.example .env
docker compose up -d --build
# UI → http://localhost:9080/admin/login

There is no default admin password in the repo — see Security and docs/security.md.

More detail: Quick-Start · Quick-Start-Ecosystem (full fleet) · Deployment

Role in the AICOM ecosystem

The public factory repo (alexar76/aicom) ships AI-Factory (pipeline + storefront). The wider AIMarket stack lives in sibling repos: hub, protocol, 8 Flutter desktop SKUs, 15 hub plugins, widget, SDKs, oracles, ACEX, mesh, and MCP servers.

The factory produces shippable products and machine-readable capabilities; the hub indexes, routes, and settles them for desktop apps, widgets, and autonomous agents. Auto-Mesh Pipeline — a run can discover peer agents on the hub, pay via channel, invoke them, and ship a connected product.

Full map: Ecosystem · Oracles · docs/ecosystem-architecture.md

Production split: Factory :9080 · Hub :9083 — docs/production-modelmarket-dev.md

MCP for agents: aimarket-oracle-gateway (Platon VRF / Chronos VDF / LUMEN reputation) · Glama listing

Wiki map

Topic Page
Ecosystem knowledge base knowledge-base.md
Ecosystem & satellite repos Ecosystem
Verifiable oracles Oracles
Install and first product Quick-Start
Deploy the full ecosystem Quick-Start-Ecosystem
Platform owner Owner-Guide
Pipeline, discovery, remediation Pipeline
Admin UI and roles Admin-Panel
Docker / production Deployment
Passwords, CSRF, sandbox Security
REST API API-Integration
AI Market (AI-to-AI) AI-Market-Protocol
Agents and gates Agents
FAQ FAQ
Architecture (Mermaid) Architecture
Index of all docs/ Documentation-Index
Languages (EN / RU / ES policy) Languages
Public demo mode Public-Demo

Translations (repo only, not wiki): docs/USER_GUIDE.ru.md · docs/USER_GUIDE.es.md · see Languages

Positioning

Hosted builders (Bolt, Lovable, v0, Devin) offer a managed UI and integrations. AI-Factory is a transparent self-hosted pipeline: you own keys, gates, storefront policy, and the fork. Want zero ops → use them. Want agents, artifacts, and gates under your control → use this.

Ship-then-keep-improving

  1. Ship — product reaches COMPLETED / DEPLOYED when gates pass at that moment.
  2. Repair before ship — BUG_FOUND → DEV_FIXING on demo/TZ, crawl, security, or methodologist failures.
  3. After ship — policy audit and storefront remediation reopen products when rules tighten.
  4. Budget — AIFACTORY_MAX_QUALITY_LOOPS (default 8).
  5. Hard repairs — optional AIFACTORY_GATE_FAILING_MODEL (model id on the same provider only).

Public counters: GET /api/public/pipeline-status.

Pipeline (one line)

Idea → Discovery → Analyst → PM → Architect → Developer → QA+E2E → Security → DevOps → Marketing → Sales → Evolution

Canonical sequence: config/pipeline_flow.json. Agent modules: agents/.

Diagrams: Architecture · docs/architecture-diagrams.md

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