Early access · An AI layer for your Space — not a chat bolt-on

VITTO Orchestration, memory & delivery — one platform-native agent

vitto> generating fitness-studio platform...

Vitto exposes his reasoning (a live conscience stream), runs multi-model orchestration (Claude, OpenAI, Google, DeepSeek), and keeps your data and sandboxes inside your Space — then stays with you after launch on web, desktop, mobile, IDE, and messengers. One thread through Spaces and universes — and Vitto in your orbit: presence that moves with the work, from repo to pocket to system tray — not a sticker on a chatbox.

Why this exists Production agents need persistent memory, isolated runtimes, and the channels people already use. Prompt-only UIs weren't built for that. GoGrab is: orchestration + data plane + delivery — so the same intelligence can plan, ship, and operate without re-briefing 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 a metacognitive AI super-agent.

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 Angular components, services, routes, and SCSS; 40+ files when you need a deep module
  • 🔀 Smart model routing — routes across Claude 4.x, GPT-4.1, Gemini 3.x, DeepSeek — matched to task complexity and budget
  • 🗄️ Your database, your boundary — dedicated storage for your space so context and artifacts stay in your environment, not scattered across generic agent sessions
  • 🖥️ Dedicated sandbox — isolated compute for tests, git, and automation so Vitto can run real workflows without sharing a noisy multi-tenant shell
  • 📈 Build, then operate — Vitto is built to take you from greenfield platform to ongoing ops: monitoring, follow-ups, and business-aware assistance after go-live
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 (sessions in the S253–S258 arc).

📣 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 (S250).

🔐 Governance that scales

Behind the scenes we're rolling a capability matrix — granular permissions with space- and user-level overrides — so powerful tools (vault, generation, audit exports) aren't binary "admin or not" (S292–S293). 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.

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 config-driven fleet places workloads on healthy machines, respects roles and capacity, and keeps sticky routing so follow-up operations land where the VM already lives (S261). 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 (S283).

🔑 Capability gates, not vibes

Powerful endpoints don't rely on "hope the UI hid it." Vitto's platform is moving to explicit capability checks with matrix defaults and overrides — the same pattern serious SaaS uses for admin vs builder vs viewer (S292–S293).

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 are not re-briefing the universe every Monday (sessions S251+ on universe lifecycle & data integrity).

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 (S250).

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 Angular 20 code, real server-side 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 SSE stream · Per-user conscience · Admin god-view
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. A 7-phase AI pipeline generates Angular 20 standalone components, OnPush change detection, typed services, HTTP endpoints, entities, and SCSS — a complete platform in under three minutes, with 40+ files when a module needs depth.

Under 3 min · full platform · 40+ files · Angular 20 + Signals
Live
🖥️

Computer Use — Autonomous Browser Control

Vitto takes over the browser and acts like a human operator. 23 steps, Gmail sent in 3 minutes. Self-hosted Firecracker microVMs on bare metal for maximum speed and privacy — 52% faster on repeat tasks.

Firecracker VMs · VNC 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
🔧

80+ Tool MCP Intelligence Server

The GoGrab MCP server gives AI assistants (Claude Desktop, Cursor, web) 80+ tools across 12 categories: session management, decision logging, code generation, multi-agent coordination, browser automation, and more.

80+ tools · 12 categories · STDIO transport
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
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 Claude Vision's 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

Recent releases close the gap between "AI chat" and "AI that ships": the same Vitto brain, wired for repo work — mentions, drag-drop, code actions, and streaming polish you'd expect from top-tier IDE assistants (S290 Chat UX v2).

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 (S258–S259) 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.
MCP Server · 80+ Tools · 12 Categories

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

The GoGrab MCP server gives Claude Desktop, Cursor, and any MCP-compatible client instant platform intelligence — sessions, decisions, agent coordination, code generation, metacognition, and more.

16
Decision & Learning Tools
Log decisions, mine patterns, calibrate confidence, anti-pattern detection
12
Multi-Agent Coordination
Agent lifecycle, handoffs, inter-agent messaging, task delegation
10
Session & Metacognition
Session tracking, conscience streaming, introspection, preflight checks
9
Browser & Computer Use
Firecracker VMs, VNC streaming, screenshot capture, form automation
10
Code Generation & Studio
7-phase pipeline, template generation, Studio integration, code review
8
Proactive Intelligence
Quality monitoring, alert dispatch, dossier enrichment, smart routing
7
Desktop & Connectivity
File operations, system commands, rich messaging, channel adapters
10+
Platform Intelligence
Config generation, module activation, navigation, dashboards, validation
🧬

AI that learns from every decision

Every architectural decision made with Vitto is logged, confidence-calibrated, and stored as reusable intelligence. The system detects anti-patterns, reinforces successful strategies, and shares learnings across Claude Desktop, Cursor IDE, and the web app — one decision ledger, many clients.

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
✓ Under 3 minutes to a full platform · 40+ files streamed live
✓ You + Vitto. Solo creator to small team.
✓ Real-time iteration via Studio + SSE 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

Renting inference doesn't ship your product.
What ships is continuity — context that survives when you move between IDE, chat, and desktop instead of starting cold every time.
GoGrab packs that into Space: your data, sandboxes, and channels in one boundary — and Vitto surfaces his reasoning so you see how he decides, not just the final answer.

Vitto already runs across Space, Studio, sandboxes, channels, desktop, and VS Code; governance and capability gates are maturing alongside. Early access is invite-only — leave your email for the next wave. Documentation stays public either way.

📚  Explore the Documentation