FAI Ecosystem
“The living system behind every play — Factory builds, Packages deliver, Toolkit equips.”
FAI Toolkit
🧠 Layer 3 — composable kits developers touch daily: DevKit, TuneKit, SpecKit
Box 1
DevKit
Your AI co-coder. agent.md gives Copilot solution context, infra/ deploys Bicep, MCP tools extend your agent, plugins add custom functions.
Box 2
TuneKit
AI config without being a specialist. config/*.json controls temperature, top-k, models. evaluation/ scores quality. Ship with confidence.
Box 3
SpecKit
Architecture blueprint. play-spec.json defines components, WAF alignment across all 6 pillars, and evaluation thresholds for production.
Agentic OS (.github) — knowledge · instructions · agents · skills · hooks · workflows — woven into every kit
FAI Packages
🧠 Layer 2 — install one channel, the full Toolkit arrives (VS Code, npm, Docker, CLI)
VS Code Extension
Sidebar panels, 16 commands, offline
MCP Server (npm)
22 tools for your AI agent
Docker Image
Multi-arch, Kubernetes-ready
CLI (npx frootai)
8 commands, scaffolding, search
Marketplace
Discover & share plugins
Install one package, get all three kits — every channel delivers the full Toolkit
FAI Factory
🧠 Layer 1 — the production engine that packs skills & knowledge into deployable form
FAI Factory
FAI Packages
FAI Toolkit
Factory builds → Packages deliver → Toolkit equips
The machine that makes everything — assembles Agentic OS primitives into production AI
Solution Plays
Just one byproduct of this ecosystem. Each play ships with the full FAI stack.
Explore Solution Plays →From the Roots to the Fruits
The FAI Ecosystem is an engine — not just for Solution Plays.
FAI Factory
⚡Assembly lines & developer workflows
🚀Bicep → AKS automated deployments
🏪Marketplace-ready partner integrations
FAI Packages
🔌MCP tools & community plugins
🤝ServiceNow · SAP · Salesforce connectors
📡Edge, offline & enterprise variants
FAI Toolkit
🏥Vertical kits: healthcare · finance · legal
🧪Community eval configs & prompts
🔧Custom MCP tools & Bicep modules
FAI Engine
🧱Build LEGO blocks — and the buildings too
🌍Full products from FAI primitives
🌱Your ecosystem — on top of FAI
“From the Roots to the Fruits — it was always the concept. The roots are the Factory. The trunk is the Packages. The fruits are everything you build with the Toolkit.”
Powered by the FAI Ecosystem
It's simply Frootful.