Early access · The AI that builds your platform — then runs it

VITTO Build. Ship. Operate. One AI that does all three.

vitto> generating fitness-studio platform...

Vitto generates full-stack platforms in minutes, then sticks around: monitoring health, reaching you on WhatsApp or Slack when something needs attention, and picking up conversations wherever you left off — web, desktop, IDE, or your phone. Talk to him by voice and he reads your tone. Watch his thought trace in real time. See exactly what your AI costs. He builds a knowledge graph of your world — and gets sharper the longer you work together.

Why this exists Most AI tools give you a chat window and wish you luck. Vitto gives you your own data plane, isolated runtimes, and the channels people already use — so the same intelligence that builds your product can operate it after launch without starting from scratch every Monday.
📚  Read the Docs ↓  What Is a Space?
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Virtual Intelligent Task & Tool Orchestrator

Vitto isn't a chatbot.
He's an AI that actually ships.

Vitto keeps a live conscience stream you can read while he works — not just final answers. He reads your codebase, writes files, coordinates specialist agents, monitors your platform, and reaches out when something needs a human.

Pick a capability to mirror that product context — or keep watching the canvas.

One intelligence. Three layers of power.

Vitto serves developers as an autonomous coding partner with full file and shell access. He serves space builders as a visual platform architect through Studio — turning ideas into deployed products. And he powers end-user experiences invisibly inside every deployed space.

Unlike any AI you've used before, Vitto has a conscience — a live stream of his inner reasoning you can watch in real time. He builds a personal dossier of your preferences, learns from every interaction, and proactively dispatches alerts when your platform needs attention.

  • 🧠 Metacognitive AI — watch Vitto's live conscience stream as he reasons through decisions in real time
  • 📡 Proactive 24/7 — detects quality drops, API issues, and deployment failures, then alerts you via WhatsApp or Slack before you notice
  • 🎨 Studio Platform Builder — visual workspace where you design and generate full-stack platforms with AI-first tooling
  • 💬 Rich messaging — interactive buttons, card layouts, and action suggestions across WhatsApp, Web, and Slack
  • 🖥️ Computer Use — controls browsers and desktops autonomously, completing real work while you focus on strategy
  • 📋 User Dossier — learns your preferences, communication style, and platform patterns through natural conversation
  • 🏗️ Full platform in under 3 minutes — production-ready components, services, routes, and styles. 40+ files when you need a deep module
  • 🔀 Smart model routing — Vitto picks the best AI model for each task from the world's leading providers — matched to complexity and budget
  • 🧬 Purpose-built AI engine — not a prompt wrapper or a chatbot SDK. Vitto has a dedicated reasoning engine designed from the ground up for real work
  • 📚 Specialist agents on demand — Vitto selects, coordinates, and learns from a roster of specialist agents — each tuned for a different type of work
  • 🔗 Cross-channel memory — start a conversation on WhatsApp, continue on desktop, finish in VS Code. Vitto remembers everything across every channel
  • ⚡ Smart reasoning depth — fast answers for simple questions, deep analysis when the stakes are high. Vitto auto-adjusts so you never overpay for a trivial task
  • 👁️ Visual verification — when Vitto controls a browser or reads a screenshot, he validates what he sees before acting. No blind automation
  • 🎙️ Voice that understands tone — talk to Vitto naturally. He picks up on urgency, stress, and confidence — and adjusts his response style to match the moment
  • 🧩 40+ platform elements — your generated platform ships as lightweight, themed components with data binding and actions built in. Deploys to the edge instantly
Vitto's Core Workflow

Every task. Four phases. Zero ambiguity.

Phase 01
🔍
ANALYZE

Loads context from memory, indexes the codebase, classifies task complexity, selects the optimal AI model and tool set.

Phase 02
📋
PLAN

Creates a step-by-step execution plan. Estimates tokens and cost. Applies CostGuard circuit breakers before proceeding.

Phase 03
⚡
EXECUTE

Runs the agentic tool-use loop: LLM calls a tool → reads the result → decides the next action. Loops until the goal is complete.

Phase 04
✅
VERIFY

Quality checks, visual verification, auto-correction of issues. Extracts lessons learned and stores strategy improvements.

The operating layer

A Space is not a folder. It's where your company lives in GoGrab.

Think of a Space as the boundary of trust: identity, billing, shared memory, chat history, Studio layouts, and Vitto's dossier on your business — all scoped together. Inside that boundary you run one or more universes (distinct products, brands, or delivery pipelines) without fragmenting how your team collaborates.

🌐 One home, many universes

A Space can host multiple universes — parallel worlds for different offers, clients, or surface areas — while Vitto keeps context coherent: shared governance, shared channels, one mental model of how you ship. Grow product lines without growing chaos.

🧩 Studio + git, not slides

Vitto doesn't stop at mockups. Studio ties visual work to real repositories: generation, git graph, docked tools — the same seriousness you'd expect from a product org, accelerated by AI.

📣 Collaboration that moves

People don't file tickets to "create a group." They say "bring someone in." Whistle is the social throttle in the chat header — group threads, orchestration, and Vitto in the loop so decisions don't die in side-DMs.

🔐 Governance that scales

Granular permissions with space- and user-level overrides — so powerful tools aren't binary "admin or not." You get an AI powerhouse with adult supervision.

Bottom line: If you only rent a chat model, you get answers. If you own a Space, you get continuity — Vitto remembers, builds, tests, pings you, and meets your team where they already work.

Engine architecture · 11 dedicated systems

Not a wrapper. A purpose-built AI engine with real depth.

Most AI products bolt a chat window onto an API call. Vitto is built from the ground up — 11 dedicated systems that handle orchestration, delivery, reasoning, memory, learning, security, and compute. Each one does its job without stepping on the others. That's why it actually works in production.

⚙️
Orchestration

The brain. Manages task pipelines, agent loops, conversation flows, and automatic recovery when things go wrong.

📡
Channels

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

🧠
Context

Remembers who you are, what you're building, and how you communicate. Builds the right context for every interaction.

🎯
Skills

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

🤖
Specialists

Selects, delegates, and coordinates specialist agents — each tuned for a different type of work. Learns which one performs best.

🛡️
Trust

Controls how much autonomy Vitto has per task. Low-risk work runs hands-free. High-stakes decisions wait for your approval.

🖥️
Compute

Isolated sandboxes for real work: running tests, controlling browsers, executing code — all in secure, dedicated environments.

🎭
Mind

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

💭
Cognition

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

📚
Memory

Working memory for the current task. Long-term knowledge that persists. Personal dossiers. Consolidation that sharpens over time.

🎓
Learning

Gets better the more you use it. Training loops, pattern extraction, agent evaluation — Vitto teaches himself from outcomes.

🏗️

Why modular matters to you

Each system works independently — so when we improve channels, your compute doesn't blink. When we add new specialist agents, your trust controls stay solid. This is how Vitto ships fast without breaking things — and why it feels different from AI products that patch everything together in one giant prompt chain.

Security & isolation

More than a smarter prompt — your data plane & your runtime

Typical agents answer in a shared void. Vitto is wired to your Space: isolated databases, routed sandboxes, and fleet-aware placement — the difference between "AI said something" and AI shipped something inside your boundary.

🗄️ Your database

You get your own database for Vitto-backed storage and context — structured memory that stays under your space, not blended into a faceless multi-tenant pool.

🧪 Dedicated server & tooling

Vitto runs against dedicated environments where he can execute tests, git operations, and heavier automation — the kind of work that needs a real machine, not a one-off API call.

🛡️ Built for production paranoia

Isolation is the default mindset: fewer surprises, clearer boundaries, and a path to compliance-minded deployments — especially when Vitto touches your codebase and customer data.

🛰️ Routed sandbox fleet

Sandboxes don't live on a mystery box. A smart fleet places workloads on healthy machines, respects roles and capacity, and keeps sticky routing so follow-up operations land where your work already lives. Scale out without fork-lifting code.

🧬 Staging vs production DNA

Your Space's data plane isn't copy-pasted into experiments by accident — we treat environment separation seriously so staging traffic and databases don't collide with live user trust.

🔑 Capability gates, not vibes

Powerful endpoints don't rely on "hope the UI hid it." Vitto's platform uses explicit capability checks with matrix defaults and overrides — the same pattern serious SaaS uses for admin vs builder vs viewer.

Your 24/7 AI Chief of Staff

Vitto doesn't wait for you to ask.
He reaches out when it matters.

The useful version of that idea is boring in the best way: an always-on layer that knows your platform, watches health and quality, and reaches you on WhatsApp or Slack when something actually needs a human — with guardrails, not noise.

"He's not a chatbot.
He's not a co-pilot.
He's the layer that stays on."

Vitto is persistent: he holds your platform architecture, business context, and preferences — and can act on them around the clock when you want proactive monitoring and dispatch.

While you sleep, Vitto's ProactiveDispatcher watches your deployment health, detects quality drops exceeding 15%, and sends you a rich WhatsApp notification with one-tap approval buttons waiting for you in the morning. He respects your quiet hours, deduplicates alerts, and routes by severity — critical alerts bypass all limits.

When you need something done, you tell Vitto in plain language — on WhatsApp with interactive card messages, in Slack with action buttons, via the desktop app, or in a web chat with rich generative UI. One thread of context — rich messages and actions wherever you already work.

📡

Proactive Quality Guardian

Vitto's QualityDropTrigger monitors task success rates hourly. If quality drops more than 15%, he automatically dispatches an alert to your WhatsApp with a one-tap approval to investigate and fix.

💬

Rich Interactive Notifications

Not just text messages. Vitto sends beautiful card messages with action buttons, status indicators, and quick-reply suggestions — across WhatsApp, Slack, and Web simultaneously.

🛡️

Smart Alert Governance

5 safety guards: master toggle, per-trigger opt-out, quiet hours, frequency caps, and deduplication. Critical alerts bypass everything. You stay informed, never overwhelmed.

📧

Drafts, Sends & Follows Up

Using Computer Use, Vitto handles emails, reports, and outreach on your behalf — composing in your voice, attaching the right files, sending on schedule.

🧠

Personal Dossier

Vitto builds a rich profile of you through natural conversation — your preferences, communication style, skill level, and goals. He even uses "dialectic enrichment" to naturally ask what he doesn't yet know.

📅

Research & Briefings

Ask Vitto to research a market, summarise a topic, or prepare a meeting brief. He browses the web autonomously via Computer Use and returns structured, actionable summaries.

Collaboration

Spaces — when your team needs shared AI context, not siloed chats

A Space is the shared stage: Vitto, your people, your sessions, and your delivery history in one narrative. Not a slide — a working environment where hand-offs are native, not exported to email.

Many universes, one Space

Spin up universes for different products, clients, or experiments — each with its own generated stack — while identity, permissions, and Vitto's understanding of how you work stay anchored to the Space. You scale SKU count without scaling confusion.

That is continuity: one agent that knows how the pieces relate — brand, backlog, and blast radius — so you're not re-briefing the universe every Monday.

Group energy, Vitto in the loop

Group chat is where decisions breathe: several people in the same Space, Vitto as facilitator, threads that don't evaporate when someone switches apps. The goal is simple — fewer dropped hand-offs, more shipped outcomes.

Whistle — the fastest way to pull someone into the moment

Whistle lives in the chat header on purpose: you don't "manage groups" in a separate admin desert — you signal. Invite a teammate, spin a group session, let Vitto orchestrate follow-ups across channels. Orchestration, webhooks, and real-time fan-out sit behind a control built for humans in a hurry.

Platform Capabilities

Everything needed to build a full-stack business platform

Not a template tool. Not a no-code toy. A production-grade AI system that generates real code, real backends, and real deployments.

New
🎨

Studio — AI-First Platform Builder

A visual workspace where you design your platform with AI assistance. Studio coordinates Vitto's generation pipeline with a real-time editing canvas — see your platform take shape visually as AI writes the code behind every component.

Visual design · AI generation · Real-time preview
New
🧠

Metacognition — Conscience & Introspection

Vitto has an inner monologue you can actually watch. The Conscience stream shows you Vitto's real-time reasoning as he works. Introspection gives admins a god-view of all AI activity across the entire platform.

Live reasoning stream · Per-user conscience · Admin overview
New
💬

Rich Messaging — Interactive Everywhere

Vitto sends interactive card messages with action buttons, status chips, and quick-reply suggestions. The same rich experience works across WhatsApp, Slack, and the web — unified by a smart channel adapter system.

5 message types · Channel adapters · Generative UI
Core AI
🏗️

Full-Stack Module Generation

Describe what you need in plain language. Vitto's generation pipeline creates production-ready components, typed services, API endpoints, data models, and styles — a complete platform in under three minutes, with 40+ files when a module needs depth.

Under 3 min · full platform · 40+ files · Production-ready code
Live
🖥️

Computer Use — Autonomous Browser Control

Vitto takes over the browser and acts like a human operator. 23 steps, Gmail sent in 3 minutes. Secure isolated environments on dedicated hardware for maximum speed and privacy — 52% faster on repeat tasks.

Secure sandboxes · Live streaming · Persistent sessions
AI Router
⚡

Smart Multi-Model Routing

Vitto's centralized model router picks a model per task — complexity, budget, and guardrails — with enforcement in the platform instead of ad-hoc in every chat.

Claude 4.6 · GPT-4.1 · Gemini 3 · DeepSeek · Budget guard
Live
📡

Proactive Health Monitoring

Vitto's ProactiveDispatcher watches API health, build pipelines, and deployment status with 5 safety guards. Quality drops trigger instant WhatsApp alerts with one-tap approval. Critical alerts bypass quiet hours.

Hourly quality checks · Severity routing · 5 safety guards
Live
💻

Vitto Desktop App

Native desktop app (Tauri v2). Press ⌘⇧V anywhere to summon Vitto. System tray integration, OS notifications, auto-start. Vitto lives on your machine, not just in a tab.

Tauri v2 · macOS / Windows / Linux
MCP
🔧

90+ Tool MCP Intelligence Server

The GoGrab intelligence server connects to any AI assistant — Claude Desktop, Cursor, or the web app — giving them 90+ tools across 14 categories: generation, coordination, automation, monitoring, and more.

90+ tools · 14 categories · Works everywhere
Intelligence
📋

User Dossier & Dialectic Learning

Vitto builds a rich personal profile through natural conversation — preferences, communication style, skill level, goals. He uses "dialectic enrichment" to naturally ask what he doesn't yet know about you.

Auto-enrichment · 15-min sync · Bidirectional learning
Multi-Agent
🤖

10-Agent Space Builder

Vitto coordinates 10 specialist agents simultaneously — Page Designer, Widget Creator, Style Expert, UX Optimizer, SEO Advisor, Performance Guru and more — each contributing their domain to your platform in parallel.

Parallel execution · Agent lifecycle management
Platform
🎨

AI Theme Engine

Describe your brand in words. Vitto generates a complete design system with 12 theme archetypes, full dark mode, CSS custom properties throughout, and WCAG AAA accessibility built-in.

12 archetypes · Dark mode · WCAG AAA
v7
🧩

VS Code extension — code where you live

Work on the generated platform directly inside Visual Studio Code. The Vitto extension brings chat, context, and the same live Vitto beside your tree — refactors and reviews stay next to the files Vitto touched.

IDE-native · Same tasks as web · Tight repo loop
Live
📶

Omnichannel continuity

Start a task in the browser, get pinged when your task ships, nudge Vitto from Slack, and finish on desktop — one orchestrated brain, not six disconnected bots. Follow-ups and proactive nudges are first-class, not an afterthought.

Hand-offs · Notifications · Cross-device state
New
🧠

Smart Reasoning Depth

Fast answers for simple questions. Deep analysis when the stakes are high. Vitto automatically picks the right reasoning depth for every task — so you never overpay for a quick lookup or underinvest in an architecture decision.

Auto-routing · Cost-aware · Learns over time
New
📚

Specialist Agents That Learn

Vitto doesn't do everything alone. He selects from a roster of specialist agents — each tuned for a different kind of work — and learns which one performs best for your tasks. The more you use it, the sharper the selection gets.

Auto-selection · Quality tracking · Continuous learning
New
👁️

Visual Verification

When Vitto controls a browser or reads a screenshot, he doesn't act blindly. Every visual input is validated first — filtering noise, checking integrity, and ensuring only meaningful data drives decisions. No garbage in, no garbage out.

Pre-action validation · Noise filtering · Reliable automation
New
🔗

Cross-Channel Memory

One conversation that follows you everywhere. Start on WhatsApp, continue on Desktop, finish in VS Code — full context preserved. No re-briefing, no lost threads. Vitto remembers every interaction across every channel.

8 channels · Unified thread · Zero context loss
Live
✓✓

Real Presence on WhatsApp

Vitto shows "typing..." indicators and blue ticks on WhatsApp — the same presence signals you expect from a human. It feels like chatting with a real team member, not pinging a bot.

Typing indicators · Read receipts · Human-like presence
New
🎙️

Voice Intelligence

Talk to Vitto naturally — by voice. He doesn't just hear words; he reads between the lines: urgency, stress, cognitive load. Say "Hey Vitto" from any device. Your tone shapes how he responds — fast and decisive when you're rushed, thoughtful when you're exploring.

Wake word · Tone-aware · Works on every device
New
💭

Thought Trace — Watch the Reasoning

Not just answers — the entire chain of thought. Thought Trace shows you exactly how Vitto arrived at a decision: what he recalled, what he weighed, why he chose path A over path B. Full transparency, in real time.

Live trace · Step-by-step · Fully transparent
New
🕸️

Personal Knowledge Graph

Vitto builds a living map of everything he knows about you and your project — preferences, decisions, patterns, relationships. It grows with every interaction and makes Vitto sharper the longer you work together.

Visual graph · Grows over time · User-correctable
Platform
🧩

40+ Platform Elements — Instant Deploy

Your generated platform ships as lightweight, self-contained components — over 40 ready-to-use elements with built-in theming, data binding, and action pipelines. One click to deploy live on the edge. No build step. No devops.

40+ elements · Edge deploy · Live preview in Studio
Trust
🔐

Enterprise-Grade Security

Encrypted vault for secrets. Full audit trail. Prompt injection guard. Credential redaction. Per-channel rate limits. Circuit breakers. Retention policies. The kind of security posture serious companies actually need.

Vault · Audit trail · Injection guard · Compliance-ready
Live
📊

Observatory — AI Cost & Health Dashboard

See exactly what your AI is doing and what it costs. Token spend by model, cost per user, agent performance, sandbox stats — all in one dashboard. No mystery bills. No "we'll send a report later." Real-time observability.

Real-time spend · Per-model breakdown · Health metrics
Intelligence
🪞

Identity Synthesis

Vitto builds a persistent self-model: your expertise, your patterns, your preferences, your avoidances. It refreshes automatically and you can correct it anytime. The result? An AI that actually knows how you work — not just what you asked five minutes ago.

Auto-updated · Correctable · Persistent memory
GoGrab Platform SDK

Describe it. Preview it. Ship it live — in one click.

Vitto doesn't generate mockups. He generates real, deployable platform components — 42 ready-to-use elements with built-in data binding, theming, actions, and auth. Preview in the browser, then push to a live URL. No build step. No pipeline. Just done.

Step 1
💬
Describe

"Build me a CRM with contacts, deals, and a pipeline view."

→
Step 2
👁️
Live Preview

Compiles in your browser. See every component working in real time.

→
Step 3
🚀
Instant Deploy

One click. Live on a global edge network. URL in seconds.

New Deal

Enterprise — Acme
Deal details
ContactSarah Chen
Emailsarah@acme.co
Value$48,000
StageWon
CreatedMar 12, 2026
Last activity2 hours ago
● Live — generated by Vitto
🔒 your-crm.gograb.space
Deals Overview
Home / CRM / Deals Overview
$284K
Pipeline Value
↑ 12%
47
Active Deals
↑ 8 new
73%
Win Rate
↑ 5%
12
Closing This Week
⚡ Hot
Won
Negotiation
Discovery
Proposal
Lost
Deal Contact Value Stage
Enterprise — Acme Sarah Chen $48,000 Won
Pro Upgrade — Globex James Miller $24,500 Negotiation
Starter — Wayne Corp Diana Prince $12,000 Discovery
Scale Plan — Initech Peter Gibbons $36,000 Proposal
Showing 1–4 of 47 deals
123→
Contacts
SC
Sarah Chen
sarah@acme.co
3 deals
$84K total
JM
James Miller
james@globex.io
2 deals
$51K total
DP
Diana Prince
diana@wayne.corp
1 deal
$12K total
TS
Tony Stark
tony@stark.ind
1 deal
$120K total
PG
Peter Gibbons
peter@initech.com
2 deals
$72K total
Showing 1–5 of 23 contacts
12→
Pipeline
Discovery 3
Starter — Wayne Corp
$12,000 · Diana Prince
Custom — Stark Ind.
$120,000 · Tony Stark
Growth — Oscorp
$28,000 · Norman O.
Proposal 2
Scale — Initech
$36,000 · Peter G.
Team — Dunder M.
$18,000 · Michael S.
Negotiation 2
Pro — Globex
$24,500 · James M.
Annual — LexCorp
$65,000 · Lex L.
Won 1
Enterprise — Acme
$48,000 · Sarah C.
Settings

General

Company nameMy CRM
Default currencyUSD ($)
TimezoneUTC-5 (EST)

Notifications

Email alerts
WhatsApp alerts
Weekly digest

Pipeline Stages

● DiscoveryActive
● ProposalActive
● NegotiationActive
● WonActive

Integrations

Slack
WhatsApp
Email sync

Toggle elements on/off — watch the app change in real time

<platform-sidebar> <platform-table> <platform-router> <platform-search> <platform-filter-panel> <platform-breadcrumb> <platform-progress> <platform-modal> <platform-toast> + 33 more

42 elements. Data binding, light/dark theming, action pipelines, and auth — all built in.

vitto — computer-use session
vitto>start_computer_use("send report email via Gmail")
[ 01 / 23 ]Launching secure session sandbox
[ 04 / 23 ]Navigating to mail.google.com
[ 08 / 23 ]Authenticated via session restore
[ 14 / 23 ]Composing message to stakeholders@co.com
[ 22 / 23 ]Attaching Q4-Report.pdf
[ 23 / 23 ]✓ Email sentelapsed: 2m 58s
vitto>sandbox.persist() # reuse next time: 52% faster
Computer Use

Vitto takes the wheel.

Using an observe→think→act loop, Vitto autonomously controls browsers and desktops. He sees the screen, makes decisions, and executes real mouse and keyboard actions — exactly as a human would, but without fatigue.

Vitto's persistent sessions mean he stays authenticated between tasks. Return to a workflow hours later and pick up exactly where you left off — no re-logging in, no lost context.

23
Autonomous steps to send a Gmail
3 min
End-to-end Gmail task time
52%
Faster on repeat tasks via persistent sandboxes
9
Pre-configured service profiles
Omnichannel by design

Talk to Vitto anywhere.
He picks up right where you left off.

Vitto is channel-agnostic. Whether you send a WhatsApp voice note, ping a Slack message, or open the desktop app, you're talking to the same persistent intelligence — with the same memory, the same context, the same results.

WhatsApp
Message Vitto like a contact in your phone. Voice notes, text, images — Vitto responds with rich interactive card messages, action buttons, and proactive alerts. Full Meta Business verified.
● Live
Slack
Add Vitto to your team workspace. Assign tasks in a thread, get status updates back, and keep the whole team in the loop.
● Live
Telegram
Secure, fast, cross-device. Ideal for founders who want a lightweight command interface that's always in their pocket.
● Live
Discord
Build communities around your platform and let Vitto manage them — answering questions, moderating, and triggering platform actions from within Discord.
● Live
GoGrab Web & Native App
The full Vitto experience — streaming chat, live generation previews, platform dashboards, and real-time progress. Your HQ.
● Live
Visual Studio Code
Install the Vitto extension and run the same tasks from your repo: chat, tools, and Vitto beside your files — same continuity as the app when you're deep in the stack.
● Live
Email
Works everywhere, no app needed. Send Vitto a request by email and get a reply with your completed task — or a status update attached.
◎ Coming soon

One intelligence. Every channel. Same interaction model.

Wherever you start, Vitto's unified memory and rich messaging carry through — cards, action buttons, status. Example flow: kick off on WhatsApp, continue in the desktop app, follow up in Slack, finish in VS Code on the same repo. Same context, same patterns — channel-agnostic by design.

Native Desktop App

Vitto lives on your desktop.

Press ⌘⇧V from anywhere. Vitto appears instantly — no browser tab hunting.

Vitto Desktop — ⌘⇧V
Build me a CRM module with contacts, deals, and pipeline stages.
Analyzing request...
Detected entities: Contact, Deal, Stage. Architecture: feature-module. Complexity: moderate.

Starting 6-phase generation pipeline → ANALYZE ✓ · PLAN ✓ · EXECUTE…
How long?
Under three minutes for a complete platform — I'll stream progress live. You'll see each file as it lands.
🟢  Vitto running · 3 agents active · Synced to cloud
Native Desktop Experience

Where Vitto lives.

A native desktop app that connects directly to your GoGrab Space with full metacognition streaming. Watch Vitto's conscience in real time, get proactive alerts as OS notifications, and access every capability from any app on your machine. One agent, everywhere.

⌨️
Global Hotkey ⌘⇧V (macOS) · Ctrl⇧V (Windows/Linux) — summon Vitto from any app
📌
System Tray 3-state icon: idle / active / error. Always visible, never intrusive.
🔔
OS Notifications Native alerts when modules finish generating or tasks need approval.
🚀
Auto-start Vitto launches with your machine and is always ready.
Visual Studio Code

Vitto in VS Code isn't a sidebar gimmick — he's a coding surface

Not a sidebar gimmick — a real coding surface. The same Vitto brain, wired for repo work: mentions, drag-drop, code actions, and streaming polish you'd expect from the best IDE assistants.

Ship faster inside the files Vitto touched

Drop files onto chat, autocomplete @file mentions, run code-block actions (insert, terminal, apply), and see streaming carets + keyboard hints — the boring table-stakes that separate toy chat from a dev tool.

Pair with git graph & repo panels so Vitto isn't guessing — he's operating on the same graph you see.

  • 📎Drop zone + context chips — drag context in; chips show what's live in the model.
  • @@file autocomplete — point Vitto at the exact module without copy-pasting paths.
  • ⚡Code block actions — insert at cursor, push to terminal, apply patches like the pros.
  • ✍️Streaming caret + shortcuts — feels alive, not like a frozen transcript.
Live presence

Phone, desktop, IDE — Vitto stays in the room

The Vitto above is the same live presence as in the product — this page runs the same engine. On mobile and native shells, motion tracks tasks, alerts, and conversation — subtle, situational, never a stock loop.

Always-on, always yours

Vitto is meant to travel with you: mobile for quick approvals, desktop for deep work, web for shared sessions, VS Code for code, and messengers for pings. Start something in one place — Vitto follows up where you actually live.

Vitto desktop tray with Open Vitto, Quick Chat, Perception, and Quit
Desktop — tray, Perception, and screen-aware actions next to live Vitto.
Vitto Daily Digest in GoGrab mobile chat with View Alerts and Full Report actions
Messenger — digest, alerts, and follow-ups where you already chat.
Intelligence Layer · 90+ Tools

The platform has a brain — and it talks to every AI assistant.

Vitto's intelligence layer connects to the AI tools you already use — giving them instant access to your platform: decisions, agents, generation, monitoring, security, and more.

16
Decision & Learning Tools
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 — so Vitto gets smarter the more you work together.

Multi-Model Orchestration

The right model for the right task, automatically.

Vitto's centralized model router selects the LLM from task complexity, cost, and history — with budget enforcement and automatic fallback. Teams typically see lower spend per task; routing is configured 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
Preview · Fast multimodal · Router default for Google tier
🐋
DeepSeek reasoner
Cost-efficient chain-of-thought · DeepSeek stack
The Difference

Traditional dev vs GoGrab Space

Different problem shape: ad-hoc chat vs. an owned Space with data, sandboxes, and shared orchestration.

⏳  Traditional Development
🚀  GoGrab Space + Vitto
✗ 6–12 months to launch
✗ $200K–$2M budget
✗ Team of 5–15 developers
✗ Weeks per feature iteration
✗ Manual deployments
✗ You discover bugs reactively
✗ Knowledge lost when devs leave
✗ AI is a black box — no transparency
✗ No dedicated data plane — prompts vanish into vendor logs
✗ Single-player chat — no shared Space or group orchestration
✗ Monolithic AI — one model, one pipeline, one speed
✗ No agent memory — every conversation starts from zero
✗ No cost visibility — mystery bills at the end of the month
✗ Security as an afterthought — no vault, no audit trail
✓ Under 3 minutes to a full platform · 40+ files streamed live
✓ You + Vitto. Solo creator to small team.
✓ Real-time iteration via Studio + live streaming
✓ One-click · Railway · Cloudflare · Self-hosted
✓ Vitto detects issues proactively & alerts via WhatsApp
✓ Every decision stored as permanent AI intelligence
✓ Metacognitive conscience — watch Vitto think in real time
✓ Your DB + dedicated sandboxes — real isolation, not shared prompts
✓ Spaces, universes, Whistle — collaborate & pull people in fast
✓ Purpose-built AI engine · Smart reasoning · Specialist agents
✓ Knowledge graph + identity synthesis — Vitto never forgets
✓ Observatory — real-time AI cost & health, per model, per user
✓ Encrypted vault · Audit trail · Injection guard · Compliance-ready

Other AI tools rent you inference.
GoGrab gives you continuity.

Your data, your sandboxes, your channels — one boundary. Vitto remembers how you work, reaches you where you are, and shows you how he thinks. Not a chat window bolted onto an API. A real AI layer for real work.

Early access is invite-only — leave your email for the next wave. Documentation stays public either way.

📚  Explore the Documentation