Features All 🏗️ Build 📡 Operate 💬 Channels 🧬 The Brain
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Not a wrapper. A purpose-built AI engine.

Most AI products bolt a chat window onto an API call. Vitto is built from the ground up. Eleven dedicated systems. Neural routing across five providers. Ninety-plus intelligence tools. A learning loop that tracks every decision and its outcome. That's why he holds up in production.

Eleven systems, each doing one thing well.

Each system works independently. When we improve channels, your compute doesn't blink. When we add specialist agents, your trust controls stay solid.

⚙️
Orchestration

The brain. Manages task pipelines, agent loops, conversation flows, and automatic recovery.

📡
Channels

One message, every surface. Adapts rich interactive content for WhatsApp, Slack, Telegram, Web, Desktop.

🧠
Context

Remembers who you are, what you're building, and how you communicate.

🎯
Skills

Discovers what's needed for a task, retrieves the right capabilities, composes them into a plan.

🤖
Specialists

Selects, delegates, and coordinates specialist agents. Learns which one performs best.

🛡️
Trust

Controls how much autonomy Vitto has per task. Low-risk runs hands-free; high-stakes waits for approval.

🖥️
Compute

Isolated sandboxes for real work: tests, browser control, code execution.

🎭
Mind

Mood, identity, and self-awareness. Vitto knows what he's good at and adjusts personality to the moment.

💭
Cognition

Background thinking. Ingests documents, captures ideas, runs slow-loop work while you're offline.

📚
Memory

Working memory for the task. Long-term knowledge that persists. Dossiers that sharpen over time.

🎓
Learning

Gets better the more you use it. Training loops, pattern extraction, agent evaluation.

A brain every AI assistant can talk to.

Vitto's intelligence layer exposes his capabilities over MCP. Every tool you already use gets instant access to your platform: decisions, agents, generation, monitoring, security. He's not an island.

16
Decision & Learning
Log decisions, detect patterns, calibrate confidence, learn from outcomes
12
Multi-Agent Coordination
Agent selection, handoffs, delegation, parallel task orchestration
10
Session & Reasoning
Session tracking, live reasoning stream, introspection, context assembly
9
Browser & Computer Use
Secure sandboxes, live streaming, screenshot capture, form automation
10
Code Generation & Studio
Full-stack generation, template creation, Studio integration, code review
8
Proactive Intelligence
Quality monitoring, alert dispatch, dossier enrichment, smart routing
8
Agent Catalog & Routing
Specialist selection, performance tracking, model routing, continuous learning
7
Desktop & Connectivity
File operations, system commands, rich messaging, channel adapters
6
Observability & Health
Health monitoring, anomaly detection, predictive alerts, visual verification
12+
Platform Intelligence
Config generation, module activation, dashboards, deployment, validation
🧬

AI that learns from every decision

Every decision made with Vitto is logged and stored as reusable intelligence. The system detects what works, reinforces successful strategies, and shares learnings across every tool you use. Vitto gets smarter the more you work together.

The right brain for every task. Automatically.

A centralized router picks the model from task complexity, cost, and prior outcomes. Budget enforcement and automatic fallback, built in. Routing lives in the platform, not in every prompt.

🤖
Claude Sonnet 4.6 Default
Primary orchestration · Long context · Tools + vision
Claude Haiku 4.5 Fast
Summaries · Sub-tasks · Low-latency turns
Claude Opus 4.6 Max
Hardest reasoning · Max quality · When failure is expensive
🔬
GPT-4.1
OpenAI path · Huge context window · Strong tool-use
🌀
Gemini 3 Flash Speed
Fast multimodal · Router default for Google tier
🐋
DeepSeek reasoner
Cost-efficient chain-of-thought · DeepSeek stack

Every brain. One router.
Zero prompt juggling.

Claude. OpenAI. Google. DeepSeek. Our own on Hetzner. Vitto picks. You stay out of it.

📚  Read the Docs