# Agentic Vibe — Build AI-Powered Apps Fast, Backend Included

> Source: https://ibl.ai/product/agentic-vibe

Ship AI-powered apps fast—web, iOS, Android, Mac, and Surface from one codebase. Auth, AI chat, and analytics come wired in, so your team builds the product instead of the plumbing. On ibl.ai you own all the code and the data, run it model-agnostic across any LLM, and pay with no per-seat pricing — so you can deploy anywhere, from your own cloud to a fully air-gapped network.

Agentic Vibe is the developer toolkit for vibe coding on ibl.ai. Scaffold a complete app—auth, AI chat, profiles, analytics—and ship it to web, iOS, Android, Mac, and Surface from one codebase.

Open source under MIT, so the scaffold is yours to fork, rename, and extend. The backend it talks to is the same platform you can self-host.

Deployed in your infrastructure with your keys and your controls—including full code access.

## For Developers & Builders: From Zero to Deployed App

### One Command to a Running App

Scaffold a complete Next.js app with SSO auth, AI chat, user profiles, and analytics already wired together—no backend to stand up first.

### Six Platforms, One Codebase

Web, macOS, Windows, Linux, iOS, and Android from the same source via Tauri v2. Ship where your users are without maintaining parallel apps.

### Model-Agnostic From Day One

Point the chat surface at Claude, GPT, Gemini, Llama, or a local model. Switching is configuration, not a rewrite.

### Result

A working, deployable product in days rather than a quarter of infrastructure work.

## For Product & Platform Teams: Prototype to Production

### A Standard Shape for Every App

Auth, permissions, telemetry, and billing come from the same scaffold, so the fifth app your team ships looks like the first and is maintained the same way.

### Prototypes That Survive

The demo and the production app are the same codebase—there is no rewrite between proving an idea and shipping it.

### Shared Backend, Isolated Tenants

Multi-tenancy, per-org branding, and user management come from the platform, so one deployment serves many teams or customers.

### Result

Fewer bespoke stacks to maintain, and a shorter path from idea to something real.

## For CIOs & Engineering Leadership: Ownable, Not Rented

### Runs in Your Environment

Deploy on-prem or in your cloud (AWS, Azure, GCP). Your VPC, your KMS, your IAM—no external data dependencies.

### Open Source, MIT Licensed

The toolkit is public at github.com/iblai/vibe. Fork it, audit it, and keep it—there is no vendor to ask for permission.

### No Per-Seat Pricing

Cost tracks what your apps actually consume, not how many developers or end users you have.

### Result

An app platform you own outright, with no lock-in and full auditability.

## What's Inside Agentic Vibe (Highlights)

### One-Command Scaffold

A complete Next.js app with auth, AI chat, profiles, and analytics wired together

### Six Platforms

Web, macOS, Windows, Linux, iOS, and Android from one codebase via Tauri v2

### Backend Included

SSO auth, agent infrastructure, analytics, and multi-tenancy from the ibl.ai platform

### Model-Agnostic

Claude, GPT, Gemini, Llama, or a local model — switching is configuration

### MIT Licensed

Public at github.com/iblai/vibe — fork it, audit it, keep it

### Self-Hostable

Run the whole stack in your own environment, with full source access

## Why Agentic Vibe Outperforms a Typical App Starter

### Backend Included

Agentic Vibe: auth, agents, analytics wired in | Typical: bring your own everything

### Six Platforms

Agentic Vibe: one codebase ships everywhere | Typical: web only, or parallel apps

### Runs in Your Infra

Agentic Vibe: your VPC, keys, IAM | Typical: vendor cloud only

### Full Code Access

Agentic Vibe: MIT, source delivered | Typical: black box or SDK limits

### Pricing Shape

Agentic Vibe: usage or flat license | Typical: per-seat or per-app

## Benefits That Drive Impact

### Builders

A running app on day one instead of a month of scaffolding.

### Product & Platform Teams

One shape for every app, so they stay maintainable.

### Leadership & IT

Open source, self-hosted, model-agnostic—owned, not rented.

## ibl.ai

Agentic Vibe builds on Agentic OS, so every app you scaffold inherits the same memory layer, model routing, identity, and governance as the rest of the platform.

Ship a prototype on the free tier, then self-host the whole stack when it becomes production — same code, no migration.

## Experience Agentic Vibe Today

### Scaffold an App

One command to a running app on the free tier — no card required

### Private Deployment

Move the same codebase into your own cloud when you are ready

### Schedule a Demo

See a scaffold go from empty directory to six platforms — with code you own.

## By Sector

This page has a sector selector. Every sector is listed below with its own URL; where a sector's body differs from the one above, it is reproduced in full — that is the content a visitor sees after choosing that sector.

### Higher Education

> Source: https://ibl.ai/product/agentic-vibe/higher-education

Ship AI-powered apps fast—web, iOS, Android, Mac, and Surface from one codebase. Auth, AI chat, and analytics come wired in, so campus teams build the experiences students need without standing up a backend. On ibl.ai you own all the code and the data, run it model-agnostic across any LLM, and pay with no per-seat pricing — so you can deploy anywhere, from your own cloud to a fully air-gapped network.

Agentic Vibe is the developer toolkit for vibe coding on ibl.ai. Scaffold a complete app—auth, AI chat, profiles, analytics—and ship it to web, iOS, Android, Mac, and Surface from one codebase.

Campus dev teams stop wiring infrastructure and start shipping the tools faculty and students actually need, with full ownership of the code and data.

#### For Developers & Builders: From Zero to Deployed App

##### Scaffold in One Command

Generate a full Next.js app with SSO, AI chat, a dashboard, and analytics already wired to the platform.

##### AI-Assisted from the Start

Claude Code skills and the @iblai/mcp server guide every feature—adding auth or chat is a prompt, not a doc hunt.

##### Ship Everywhere

Web, desktop (Mac, Surface, Linux), and mobile (iOS, Android) from a single codebase via Tauri v2.

##### Student and Faculty Identity Built In

SSO login and roles flow from iblai.app—no token management, no separate auth service to run.

##### Result

Working campus apps in days, not a semester of backend plumbing.

#### For Edtech & Innovation Teams: Prototype to Production

##### Pre-Built Components

Drop in Chat, Profile, Account, Notifications, and Analytics—polished and consistent via shadcn/ui.

##### Course-Aware AI Agents

Wire apps to the same model-agnostic agents behind Agentic OS and LMS—grounded in your materials.

##### Move Pilots Off Spreadsheets

Turn a faculty idea into a real, authenticated app students can use—then iterate with skills.

##### Built-In Analytics

Usage, conversations, and engagement dashboards ship with the scaffold—measure adoption from day one.

##### Result

Innovation teams ship more pilots and graduate the winners to production fast.

#### For CIOs & IT Leadership: Ownable, Not Rented

##### Own the Code & Data

Run against hosted iblai.app or license the full platform and self-host—your code, your data, your campus.

##### Model-Agnostic

Use OpenAI, Gemini, Anthropic, Llama, or a campus-hosted model, and switch without rewriting apps.

##### Standardize on One Stack

Every team's app shares identity, agents, and analytics—less sprawl, fewer vendors, lower TCO.

##### Open Source & Auditable

The MIT-licensed toolkit is on GitHub—review it, fork it, and keep what your teams build.

##### Result

A governed app platform the institution owns, not another per-seat SaaS to renew.

#### What's Inside Agentic Vibe (Highlights)

##### One-Command Scaffold

Generate a full Next.js app—auth, AI chat, profile, analytics, and a dashboard—already wired up.

##### Backend Included

iblai.app provides SSO auth, AI agents, analytics, and tenant management. No tokens to store, rotate, or leak.

##### Claude Code Skills

Adding a feature is a conversation. 30+ skills teach your AI agent how to build with the platform.

##### Pre-Built Components

Drop in Chat, Profile, Account, Notifications, Workflow, and Analytics—consistent design via shadcn/ui.

##### Ship Everywhere

Web (Vercel), desktop (macOS, Windows/Surface, Linux), and mobile (iOS, Android) via Tauri v2.

##### Model-Agnostic Agents

Point agents at OpenAI, Gemini, Anthropic, Llama, or your own model—and switch anytime.

##### MCP Server for AI Coding

@iblai/mcp gives Claude Code deep knowledge of components, hooks, and APIs as you build.

##### Own the Whole Stack

Run against hosted iblai.app or license the full platform and self-host—you keep the code and the data.

##### Open Source (MIT)

The toolkit is on GitHub under MIT. Read it, fork it, extend it, and keep what you build.

#### Why Agentic Vibe Beats Rolling Your Own

##### Time to First App

Agentic Vibe: Minutes—scaffold ships with auth, chat, analytics | Typical stack: Days of boilerplate setup

##### Backend

Agentic Vibe: Included (SSO, agents, analytics, tenancy) | Typical stack: Build and host it yourself

##### Cross-Platform

Agentic Vibe: Web + desktop + mobile from one codebase | Typical stack: Separate native projects

##### AI Assistance

Agentic Vibe: Claude Code skills + MCP guide every step | Typical stack: Docs scavenger hunt

##### Model Choice

Agentic Vibe: Any LLM, swap anytime | Typical SaaS: Locked to one vendor's model

##### Ownership

Agentic Vibe: Own the code and data; self-host option | Typical SaaS: Vendor-controlled, no exit

##### License

Agentic Vibe: MIT open-source toolkit | Typical stack: Proprietary, per-seat

#### Benefits That Drive Impact

##### Developers

Ship full-stack AI apps in days with auth, chat, and analytics already wired.

##### Edtech Teams

Turn pilots into production apps without a backend engineer per project.

##### Leadership

Own the stack, pick any model, and standardize campus apps on one platform.

#### ibl.ai

Agentic Vibe is how you build on ibl.ai. Scaffold an app, wire it to the same agents and identity that power Agentic OS and Agentic LMS, and deploy it everywhere—one ownable AI operating system underneath every app you ship.

#### Start Building with Agentic Vibe

##### Get the Code on GitHub

github.com/iblai/vibe — clone the toolkit and read the README

##### Install the Skills

npx skills add iblai/vibe — teach your AI agent to build with ibl.ai

##### Scaffold Your App

One command for a full app with auth, AI chat, and analytics

### Corporate

> Source: https://ibl.ai/product/agentic-vibe/corporate

Ship internal AI apps fast—web, iOS, Android, Mac, and Surface from one codebase. Auth, AI chat, and analytics come wired in, so your teams build production tools instead of plumbing infrastructure. On ibl.ai you own all the code and the data, run it model-agnostic across any LLM, and pay with no per-seat pricing — so you can deploy anywhere, from your own cloud to a fully air-gapped network.

Agentic Vibe is the developer toolkit for vibe coding on ibl.ai. Scaffold a complete app—auth, AI chat, profiles, analytics—and ship it to web, iOS, Android, Mac, and Surface from one codebase.

Engineering teams stop rebuilding the same plumbing for every internal tool and start shipping production AI apps, with full ownership of the code and data.

#### For Developers & Builders: Ship Internal Tools in Days

##### Scaffold in One Command

A full Next.js app with SSO, AI chat, a dashboard, and analytics—wired up before you write a line.

##### AI-Assisted from the Start

Claude Code skills and the @iblai/mcp server turn 'add SSO' or 'add chat' into a single prompt.

##### One Codebase, Every Platform

Web, desktop (Mac, Surface, Linux), and mobile (iOS, Android) ship from the same project via Tauri v2.

##### Enterprise Identity Built In

SSO and roles flow from iblai.app or your own instance—no auth microservice to build and babysit.

##### Result

Internal AI tools in production this sprint, not next quarter.

#### For Product & Platform Teams: Standardize How Apps Get Built

##### Reusable Components

Chat, Profile, Account, Notifications, Workflow, and Analytics ship ready—consistent design, less drift.

##### Model-Agnostic Agents

Wire apps to agents on OpenAI, Gemini, Anthropic, Llama, or your own model—and switch anytime.

##### Golden-Path Scaffold

Every team starts from the same opinionated template—shared identity, analytics, and deploy targets.

##### Analytics from Day One

Usage and engagement dashboards ship with the app—prove value without bolting on tracking later.

##### Result

A platform team enables dozens of app teams instead of becoming everyone's bottleneck.

#### For CIOs & Engineering Leadership: Own It, Don't Rent It

##### Own the Code & Data

Run against hosted iblai.app or license the platform and self-host—no vendor holds your apps hostage.

##### Cut Per-Seat Sprawl

One owned platform replaces a stack of per-seat SaaS that bills by headcount regardless of use.

##### Model Flexibility

Negotiate and swap LLM providers without rewriting every app—no lock-in to one vendor's model.

##### Open Source & Auditable

The MIT toolkit is on GitHub—your security team can read every line before you adopt it.

##### Result

An owned internal-app platform with predictable cost, not another renewing license.

#### What's Inside Agentic Vibe (Highlights)

##### One-Command Scaffold

Generate a full Next.js app—auth, AI chat, profile, analytics, and a dashboard—already wired up.

##### Backend Included

iblai.app provides SSO auth, AI agents, analytics, and tenant management. No tokens to store, rotate, or leak.

##### Claude Code Skills

Adding a feature is a conversation. 30+ skills teach your AI agent how to build with the platform.

##### Pre-Built Components

Drop in Chat, Profile, Account, Notifications, Workflow, and Analytics—consistent design via shadcn/ui.

##### Ship Everywhere

Web (Vercel), desktop (macOS, Windows/Surface, Linux), and mobile (iOS, Android) via Tauri v2.

##### Model-Agnostic Agents

Point agents at OpenAI, Gemini, Anthropic, Llama, or your own model—and switch anytime.

##### MCP Server for AI Coding

@iblai/mcp gives Claude Code deep knowledge of components, hooks, and APIs as you build.

##### Own the Whole Stack

Run against hosted iblai.app or license the full platform and self-host—you keep the code and the data.

##### Open Source (MIT)

The toolkit is on GitHub under MIT. Read it, fork it, extend it, and keep what you build.

#### Why Agentic Vibe Beats Rolling Your Own

##### Time to First App

Agentic Vibe: Minutes—scaffold ships with auth, chat, analytics | Typical stack: Days of boilerplate setup

##### Backend

Agentic Vibe: Included (SSO, agents, analytics, tenancy) | Typical stack: Build and host it yourself

##### Cross-Platform

Agentic Vibe: Web + desktop + mobile from one codebase | Typical stack: Separate native projects

##### AI Assistance

Agentic Vibe: Claude Code skills + MCP guide every step | Typical stack: Docs scavenger hunt

##### Model Choice

Agentic Vibe: Any LLM, swap anytime | Typical SaaS: Locked to one vendor's model

##### Ownership

Agentic Vibe: Own the code and data; self-host option | Typical SaaS: Vendor-controlled, no exit

##### License

Agentic Vibe: MIT open-source toolkit | Typical stack: Proprietary, per-seat

#### Benefits That Drive Impact

##### Developers

Ship internal AI tools in days—auth, chat, and analytics already wired.

##### Platform Teams

Give every team one golden-path scaffold instead of bespoke setups.

##### Leadership

Own the stack, pick any model, and replace per-seat SaaS sprawl.

#### ibl.ai

Agentic Vibe is how you build on ibl.ai. Scaffold an app, wire it to the same agents and identity that power Agentic OS and Agentic LMS, and deploy it everywhere—one ownable AI operating system underneath every app you ship.

#### Start Building with Agentic Vibe

##### Get the Code on GitHub

github.com/iblai/vibe — clone the toolkit and read the README

##### Install the Skills

npx skills add iblai/vibe — teach your AI agent to build with ibl.ai

##### Scaffold Your App

One command for a full app with auth, AI chat, and analytics

### Small Business

> Source: https://ibl.ai/product/agentic-vibe/small-business

Ship a polished AI app fast—web, iOS, Android, Mac, and Surface from one codebase. Auth, AI chat, and analytics come wired in, so a small team (or a team of one) ships a real product without a backend engineer. On ibl.ai you own all the code and the data, run it model-agnostic across any LLM, and pay with no per-seat pricing — so you can deploy anywhere, from your own cloud to a fully air-gapped network.

Agentic Vibe is the developer toolkit for vibe coding on ibl.ai. Scaffold a complete app—auth, AI chat, profiles, analytics—and ship it to web, iOS, Android, Mac, and Surface from one codebase.

A small team (or a team of one) ships a polished, authenticated AI product without hiring a backend engineer or stitching together five services.

#### For Founders & Solo Devs: Zero to Launched

##### Scaffold in One Command

A full app with login, AI chat, a dashboard, and analytics—wired up so you can build the fun part.

##### AI Does the Heavy Lifting

Claude Code skills and the @iblai/mcp server add features by conversation—no deep platform expertise needed.

##### Launch on Every Store

Web, Mac, Surface, iOS, and Android from one codebase—reach customers wherever they are via Tauri v2.

##### No Tokens to Manage

SSO and the backend live on iblai.app's free tier—no auth server, no infra bill to start.

##### Result

A live, paying-customer-ready AI app in a weekend, not a funding round.

#### For Small Teams: Punch Above Your Weight

##### Polished Components

Chat, Profile, Account, Notifications, and Analytics look enterprise-grade out of the box via shadcn/ui.

##### AI Chat That Just Works

Streaming agents with history and markdown—pick any model and ship a real assistant, not a demo.

##### Built-In Analytics

See usage and engagement from day one—make product calls with data, not guesses.

##### Grow Without Rebuilding

Add users, tenants, and features with skills as you scale—the scaffold grows with you.

##### Result

A two-person shop ships what used to take a whole product team.

#### For Owners: Keep What You Build

##### Own the Code & Data

It's your codebase under MIT—no platform can lock you out of the product you shipped.

##### Predictable Cost

Start free, pay for tokens you actually use, and self-host later—no per-seat bill that grows with your team.

##### Any Model

Use the cheapest capable model today and switch tomorrow—you're never tied to one provider's pricing.

##### Open Source

The toolkit is on GitHub—nothing to wait on, nothing to license to start.

##### Result

A real product you own, on a cost base that scales with revenue, not headcount.

#### What's Inside Agentic Vibe (Highlights)

##### One-Command Scaffold

Generate a full Next.js app—auth, AI chat, profile, analytics, and a dashboard—already wired up.

##### Backend Included

iblai.app provides SSO auth, AI agents, analytics, and tenant management. No tokens to store, rotate, or leak.

##### Claude Code Skills

Adding a feature is a conversation. 30+ skills teach your AI agent how to build with the platform.

##### Pre-Built Components

Drop in Chat, Profile, Account, Notifications, Workflow, and Analytics—consistent design via shadcn/ui.

##### Ship Everywhere

Web (Vercel), desktop (macOS, Windows/Surface, Linux), and mobile (iOS, Android) via Tauri v2.

##### Model-Agnostic Agents

Point agents at OpenAI, Gemini, Anthropic, Llama, or your own model—and switch anytime.

##### MCP Server for AI Coding

@iblai/mcp gives Claude Code deep knowledge of components, hooks, and APIs as you build.

##### Own the Whole Stack

Run against hosted iblai.app or license the full platform and self-host—you keep the code and the data.

##### Open Source (MIT)

The toolkit is on GitHub under MIT. Read it, fork it, extend it, and keep what you build.

#### Why Agentic Vibe Beats Rolling Your Own

##### Time to First App

Agentic Vibe: Minutes—scaffold ships with auth, chat, analytics | Typical stack: Days of boilerplate setup

##### Backend

Agentic Vibe: Included (SSO, agents, analytics, tenancy) | Typical stack: Build and host it yourself

##### Cross-Platform

Agentic Vibe: Web + desktop + mobile from one codebase | Typical stack: Separate native projects

##### AI Assistance

Agentic Vibe: Claude Code skills + MCP guide every step | Typical stack: Docs scavenger hunt

##### Model Choice

Agentic Vibe: Any LLM, swap anytime | Typical SaaS: Locked to one vendor's model

##### Ownership

Agentic Vibe: Own the code and data; self-host option | Typical SaaS: Vendor-controlled, no exit

##### License

Agentic Vibe: MIT open-source toolkit | Typical stack: Proprietary, per-seat

#### Benefits That Drive Impact

##### Founders

Launch a real AI app in a weekend—auth, chat, and analytics included.

##### Small Teams

Ship enterprise-grade features without an enterprise-grade team.

##### Owners

Own the code, pay for what you use, and switch models anytime.

#### ibl.ai

Agentic Vibe is how you build on ibl.ai. Scaffold an app, wire it to the same agents and identity that power Agentic OS and Agentic LMS, and deploy it everywhere—one ownable AI operating system underneath every app you ship.

#### Start Building with Agentic Vibe

##### Get the Code on GitHub

github.com/iblai/vibe — clone the toolkit and read the README

##### Install the Skills

npx skills add iblai/vibe — teach your AI agent to build with ibl.ai

##### Scaffold Your App

One command for a full app with auth, AI chat, and analytics

### K-12

> Source: https://ibl.ai/product/agentic-vibe/k12

Ship AI-powered apps fast—web, iOS, Android, Mac, and Surface from one codebase. Auth, AI chat, and analytics come wired in, so district teams build age-appropriate tools without standing up infrastructure. On ibl.ai you own all the code and the data, run it model-agnostic across any LLM, and pay with no per-seat pricing — so you can deploy anywhere, from your own cloud to a fully air-gapped network.

Agentic Vibe is the developer toolkit for vibe coding on ibl.ai. Scaffold a complete app—auth, AI chat, profiles, analytics—and ship it to web, iOS, Android, Mac, and Surface from one codebase.

District and edtech teams build age-appropriate tools for teachers and students without standing up infrastructure, and keep full ownership of the code and data.

#### For District Dev Teams: From Idea to Classroom

##### Scaffold in One Command

A full app with SSO, AI chat, a dashboard, and analytics—wired up so you can focus on the classroom need.

##### AI-Assisted Build

Claude Code skills and @iblai/mcp guide every feature—small district teams ship like a bigger shop.

##### One Codebase, Every Device

Web, Chromebooks/desktop, iOS, and Android from one project—meet students on whatever they use.

##### District Identity Built In

SSO and roles flow from the platform—no separate login service for each new tool.

##### Result

Teacher- and student-facing apps in days, governed by the district from the start.

#### For Curriculum & Edtech Teams: Safe, Grounded Tools

##### Age-Appropriate AI

Wire apps to agents with guardrails and content grounded in approved materials—not the open internet.

##### Ready-Made Components

Chat, Profile, Notifications, and Analytics ship ready—consistent and accessible via shadcn/ui.

##### Pilot Then Scale

Turn a classroom idea into a real app for one school, then roll it district-wide with the same scaffold.

##### Usage Visibility

Built-in analytics show adoption and engagement so you can report outcomes to the board.

##### Result

More classroom tools shipped, all sharing one governed, observable foundation.

#### For District IT & Leadership: Owned and Compliant

##### Own the Code & Data

Run hosted or self-host—student data stays under district control, supporting COPPA/FERPA obligations.

##### Model-Agnostic

Choose the model your district approves and switch as policy changes—no lock-in.

##### One Standard Stack

Every tool shares identity, agents, and analytics—fewer vendors and contracts to manage.

##### Open Source & Reviewable

The MIT toolkit is on GitHub—IT can audit it before anything touches a classroom.

##### Result

A district app platform you own and can defend to parents and the board.

#### What's Inside Agentic Vibe (Highlights)

##### One-Command Scaffold

Generate a full Next.js app—auth, AI chat, profile, analytics, and a dashboard—already wired up.

##### Backend Included

iblai.app provides SSO auth, AI agents, analytics, and tenant management. No tokens to store, rotate, or leak.

##### Claude Code Skills

Adding a feature is a conversation. 30+ skills teach your AI agent how to build with the platform.

##### Pre-Built Components

Drop in Chat, Profile, Account, Notifications, Workflow, and Analytics—consistent design via shadcn/ui.

##### Ship Everywhere

Web (Vercel), desktop (macOS, Windows/Surface, Linux), and mobile (iOS, Android) via Tauri v2.

##### Model-Agnostic Agents

Point agents at OpenAI, Gemini, Anthropic, Llama, or your own model—and switch anytime.

##### MCP Server for AI Coding

@iblai/mcp gives Claude Code deep knowledge of components, hooks, and APIs as you build.

##### Own the Whole Stack

Run against hosted iblai.app or license the full platform and self-host—you keep the code and the data.

##### Open Source (MIT)

The toolkit is on GitHub under MIT. Read it, fork it, extend it, and keep what you build.

#### Why Agentic Vibe Beats Rolling Your Own

##### Time to First App

Agentic Vibe: Minutes—scaffold ships with auth, chat, analytics | Typical stack: Days of boilerplate setup

##### Backend

Agentic Vibe: Included (SSO, agents, analytics, tenancy) | Typical stack: Build and host it yourself

##### Cross-Platform

Agentic Vibe: Web + desktop + mobile from one codebase | Typical stack: Separate native projects

##### AI Assistance

Agentic Vibe: Claude Code skills + MCP guide every step | Typical stack: Docs scavenger hunt

##### Model Choice

Agentic Vibe: Any LLM, swap anytime | Typical SaaS: Locked to one vendor's model

##### Ownership

Agentic Vibe: Own the code and data; self-host option | Typical SaaS: Vendor-controlled, no exit

##### License

Agentic Vibe: MIT open-source toolkit | Typical stack: Proprietary, per-seat

#### Benefits That Drive Impact

##### District Devs

Ship classroom apps in days—auth, chat, and analytics already wired.

##### Edtech Teams

Build safe, grounded tools and scale the ones that work district-wide.

##### IT & Leadership

Own student data, pick approved models, and standardize on one stack.

#### ibl.ai

Agentic Vibe is how you build on ibl.ai. Scaffold an app, wire it to the same agents and identity that power Agentic OS and Agentic LMS, and deploy it everywhere—one ownable AI operating system underneath every app you ship.

#### Start Building with Agentic Vibe

##### Get the Code on GitHub

github.com/iblai/vibe — clone the toolkit and read the README

##### Install the Skills

npx skills add iblai/vibe — teach your AI agent to build with ibl.ai

##### Scaffold Your App

One command for a full app with auth, AI chat, and analytics

### Government

> Source: https://ibl.ai/product/agentic-vibe/government

Ship mission apps fast—web, iOS, Android, Mac, and Surface from one codebase. Auth, AI chat, and analytics come wired in, and the whole stack can run in your environment so agency teams own all the code and the data. On ibl.ai you own all the code and the data, run it model-agnostic across any LLM, and pay with no per-seat pricing — so you can deploy anywhere, from your own cloud to a fully air-gapped network.

Agentic Vibe is the developer toolkit for vibe coding on ibl.ai. Scaffold a complete app—auth, AI chat, profiles, analytics—and ship it to web, iOS, Android, Mac, and Surface from one codebase.

Agency teams build mission tools without standing up infrastructure, and the entire stack can run in your environment—you own all the code and the data.

#### For Agency Dev Teams: From Requirement to Deployed

##### Scaffold in One Command

A full app with SSO, AI chat, a dashboard, and analytics—wired up so teams ship against the mission, not the plumbing.

##### AI-Assisted Build

Claude Code skills and @iblai/mcp guide every feature—stretch limited dev capacity further.

##### One Codebase, Every Platform

Web, desktop (Mac, Surface, Linux), and mobile (iOS, Android) from one project via Tauri v2.

##### Identity Built In

SSO, roles, and RBAC flow from the platform—wire to your IdP instead of building auth per app.

##### Result

Mission apps delivered on agency timelines, not multi-year procurements.

#### For Program Teams: Governed and Observable

##### Reusable Components

Chat, Profile, Notifications, Workflow, and Analytics ship ready—consistent, accessible, Section 508-friendly.

##### Model-Agnostic Agents

Run approved commercial or open models, including fully self-hosted ones for sensitive workloads.

##### Standardize Across Programs

Every program app shares identity, agents, and analytics—one governed foundation, many tools.

##### Built-In Audit & Analytics

Usage and access are logged from day one—evidence for oversight without extra instrumentation.

##### Result

Faster delivery on a foundation that satisfies governance from the start.

#### For Agency IT & Leadership: Sovereign by Design

##### Own the Code & Data

License the full platform and run it in your VPC, GovCloud, or air-gapped enclave—nothing leaves your boundary.

##### Family-Owned, New York

ibl.ai is family-owned and operated from New York, NY—a U.S.-headquartered, domestically-owned long-term partner.

##### Model Sovereignty

Choose and host the models you're authorized to use—no dependency on a single foreign-owned vendor.

##### Open Source & Auditable

The MIT toolkit is on GitHub—review every line before it touches a mission system.

##### Result

An app platform the agency owns end to end, deployable wherever the mission requires.

#### What's Inside Agentic Vibe (Highlights)

##### One-Command Scaffold

Generate a full Next.js app—auth, AI chat, profile, analytics, and a dashboard—already wired up.

##### Backend Included

iblai.app provides SSO auth, AI agents, analytics, and tenant management. No tokens to store, rotate, or leak.

##### Claude Code Skills

Adding a feature is a conversation. 30+ skills teach your AI agent how to build with the platform.

##### Pre-Built Components

Drop in Chat, Profile, Account, Notifications, Workflow, and Analytics—consistent design via shadcn/ui.

##### Ship Everywhere

Web (Vercel), desktop (macOS, Windows/Surface, Linux), and mobile (iOS, Android) via Tauri v2.

##### Model-Agnostic Agents

Point agents at OpenAI, Gemini, Anthropic, Llama, or your own model—and switch anytime.

##### MCP Server for AI Coding

@iblai/mcp gives Claude Code deep knowledge of components, hooks, and APIs as you build.

##### Own the Whole Stack

Run against hosted iblai.app or license the full platform and self-host—you keep the code and the data.

##### Open Source (MIT)

The toolkit is on GitHub under MIT. Read it, fork it, extend it, and keep what you build.

#### Why Agentic Vibe Beats Rolling Your Own

##### Time to First App

Agentic Vibe: Minutes—scaffold ships with auth, chat, analytics | Typical stack: Days of boilerplate setup

##### Backend

Agentic Vibe: Included (SSO, agents, analytics, tenancy) | Typical stack: Build and host it yourself

##### Cross-Platform

Agentic Vibe: Web + desktop + mobile from one codebase | Typical stack: Separate native projects

##### AI Assistance

Agentic Vibe: Claude Code skills + MCP guide every step | Typical stack: Docs scavenger hunt

##### Model Choice

Agentic Vibe: Any LLM, swap anytime | Typical SaaS: Locked to one vendor's model

##### Ownership

Agentic Vibe: Own the code and data; self-host option | Typical SaaS: Vendor-controlled, no exit

##### License

Agentic Vibe: MIT open-source toolkit | Typical stack: Proprietary, per-seat

#### Benefits That Drive Impact

##### Agency Devs

Deliver mission apps in days—auth, chat, and analytics already wired.

##### Program Teams

Ship governed, observable tools on one standard foundation.

##### IT & Leadership

Run the whole stack in your boundary; own all the code and the data.

#### ibl.ai

Agentic Vibe is how you build on ibl.ai. Scaffold an app, wire it to the same agents and identity that power Agentic OS and Agentic LMS, and deploy it everywhere—one ownable AI operating system underneath every app you ship.

#### Start Building with Agentic Vibe

##### Get the Code on GitHub

github.com/iblai/vibe — clone the toolkit and read the README

##### Install the Skills

npx skills add iblai/vibe — teach your AI agent to build with ibl.ai

##### Scaffold Your App

One command for a full app with auth, AI chat, and analytics

### Legal

> Source: https://ibl.ai/product/agentic-vibe/legal

Ship secure AI apps fast—web, iOS, Android, Mac, and Surface from one codebase. Auth, AI chat, and analytics come wired in, so legal-ops and dev teams build matter tools without exposing privileged data to a SaaS. On ibl.ai you own all the code and the data, run it model-agnostic across any LLM, and pay with no per-seat pricing — so you can deploy anywhere, from your own cloud to a fully air-gapped network.

Agentic Vibe is the developer toolkit for vibe coding on ibl.ai. Scaffold a complete app—auth, AI chat, profiles, analytics—and ship it to web, iOS, Android, Mac, and Surface from one codebase.

Legal-ops and firm dev teams build matter and knowledge tools without standing up infrastructure, and the stack can self-host so privileged data never leaves the firm.

#### For Legal-Ops & Firm Devs: From Brief to Build

##### Scaffold in One Command

A full app with SSO, AI chat, a dashboard, and analytics—wired up so you build the matter tool, not the backend.

##### AI-Assisted Build

Claude Code skills and @iblai/mcp turn 'add secure chat' into a prompt—lean legal-tech teams ship fast.

##### One Codebase, Every Platform

Web, desktop (Mac, Surface), and mobile (iOS, Android) from one project—reach attorneys on any device.

##### Firm Identity Built In

SSO and roles flow from the platform or your IdP—no separate auth service to secure.

##### Result

Internal legal apps in days, built on a foundation the firm controls.

#### For Practice & Knowledge Teams: Grounded, Not Hallucinated

##### Agents Grounded in Firm Knowledge

Wire apps to model-agnostic agents that cite your documents and precedents—answers you can verify.

##### Reusable Components

Chat, Profile, Notifications, and Analytics ship ready—consistent, professional UI via shadcn/ui.

##### Matter-Specific Tools

Stand up an app per practice group or client without rebuilding identity and infrastructure each time.

##### Usage Visibility

Built-in analytics show adoption across the firm—justify the program to the partnership.

##### Result

More practical legal tools, all sharing one governed, observable foundation.

#### For Firm IT & Leadership: Privilege Preserved

##### Own the Code & Data

Self-host the full platform so privileged and client data never leaves the firm's environment.

##### Model-Agnostic

Use the model your firm has vetted—or a self-hosted one for the most sensitive matters—and switch anytime.

##### Defensible & Auditable

The MIT toolkit is on GitHub—your security and risk teams can review it before adoption.

##### One Standard Stack

Every legal app shares identity, agents, and analytics—fewer vendors touching client data.

##### Result

A legal-app platform that preserves privilege and that the firm owns outright.

#### What's Inside Agentic Vibe (Highlights)

##### One-Command Scaffold

Generate a full Next.js app—auth, AI chat, profile, analytics, and a dashboard—already wired up.

##### Backend Included

iblai.app provides SSO auth, AI agents, analytics, and tenant management. No tokens to store, rotate, or leak.

##### Claude Code Skills

Adding a feature is a conversation. 30+ skills teach your AI agent how to build with the platform.

##### Pre-Built Components

Drop in Chat, Profile, Account, Notifications, Workflow, and Analytics—consistent design via shadcn/ui.

##### Ship Everywhere

Web (Vercel), desktop (macOS, Windows/Surface, Linux), and mobile (iOS, Android) via Tauri v2.

##### Model-Agnostic Agents

Point agents at OpenAI, Gemini, Anthropic, Llama, or your own model—and switch anytime.

##### MCP Server for AI Coding

@iblai/mcp gives Claude Code deep knowledge of components, hooks, and APIs as you build.

##### Own the Whole Stack

Run against hosted iblai.app or license the full platform and self-host—you keep the code and the data.

##### Open Source (MIT)

The toolkit is on GitHub under MIT. Read it, fork it, extend it, and keep what you build.

#### Why Agentic Vibe Beats Rolling Your Own

##### Time to First App

Agentic Vibe: Minutes—scaffold ships with auth, chat, analytics | Typical stack: Days of boilerplate setup

##### Backend

Agentic Vibe: Included (SSO, agents, analytics, tenancy) | Typical stack: Build and host it yourself

##### Cross-Platform

Agentic Vibe: Web + desktop + mobile from one codebase | Typical stack: Separate native projects

##### AI Assistance

Agentic Vibe: Claude Code skills + MCP guide every step | Typical stack: Docs scavenger hunt

##### Model Choice

Agentic Vibe: Any LLM, swap anytime | Typical SaaS: Locked to one vendor's model

##### Ownership

Agentic Vibe: Own the code and data; self-host option | Typical SaaS: Vendor-controlled, no exit

##### License

Agentic Vibe: MIT open-source toolkit | Typical stack: Proprietary, per-seat

#### Benefits That Drive Impact

##### Legal-Ops & Devs

Ship secure matter tools in days—auth, chat, and analytics included.

##### Practice Teams

Build grounded, citable apps per practice group without rebuilding infra.

##### IT & Leadership

Self-host so privileged data stays in the firm; own the whole stack.

#### ibl.ai

Agentic Vibe is how you build on ibl.ai. Scaffold an app, wire it to the same agents and identity that power Agentic OS and Agentic LMS, and deploy it everywhere—one ownable AI operating system underneath every app you ship.

#### Start Building with Agentic Vibe

##### Get the Code on GitHub

github.com/iblai/vibe — clone the toolkit and read the README

##### Install the Skills

npx skills add iblai/vibe — teach your AI agent to build with ibl.ai

##### Scaffold Your App

One command for a full app with auth, AI chat, and analytics

### Financial Services

> Source: https://ibl.ai/product/agentic-vibe/financial-services

Ship compliant AI apps fast—web, iOS, Android, Mac, and Surface from one codebase. Auth, AI chat, and analytics come wired in, and the stack can run in your VPC so engineering ships without a new vendor review per app. On ibl.ai you own all the code and the data, run it model-agnostic across any LLM, and pay with no per-seat pricing — so you can deploy anywhere, from your own cloud to a fully air-gapped network.

Agentic Vibe is the developer toolkit for vibe coding on ibl.ai. Scaffold a complete app—auth, AI chat, profiles, analytics—and ship it to web, iOS, Android, Mac, and Surface from one codebase.

Engineering teams at banks and insurers build customer and internal tools without standing up infrastructure, and the whole stack can run in your VPC—you own all the code and the data.

#### For Engineering Teams: Ship Without a New Vendor Per App

##### Scaffold in One Command

A full app with SSO, AI chat, a dashboard, and analytics—wired up so teams build the product, not the plumbing.

##### AI-Assisted Build

Claude Code skills and @iblai/mcp guide every feature—ship more with the headcount you have.

##### One Codebase, Every Platform

Web, desktop (Mac, Surface), and mobile (iOS, Android) from one project via Tauri v2.

##### Identity & RBAC Built In

SSO and roles flow from the platform or your IdP—no auth microservice to build and assess.

##### Result

Apps shipped on one vetted platform instead of a fresh vendor review per project.

#### For Product & Risk Teams: Governed by Design

##### Model-Agnostic Agents

Run approved commercial or self-hosted models—keep sensitive workloads on infrastructure you control.

##### Reusable Components

Chat, Profile, Notifications, Workflow, and Analytics ship ready—consistent and accessible.

##### Standardize Across Lines

Every line-of-business app shares identity, agents, and analytics—one foundation risk can sign off once.

##### Built-In Audit & Analytics

Usage and access logged from day one—evidence for compliance and model-risk reviews.

##### Result

Faster delivery on a foundation that satisfies governance and audit up front.

#### For CIOs & CISOs: Owned, Not Outsourced

##### Own the Code & Data

License the full platform and run it in your VPC or on-prem—customer data never leaves your boundary.

##### Model Flexibility

Swap LLM providers without rewriting apps—no concentration risk on a single vendor's model.

##### One Vetted Platform

Replace per-seat SaaS sprawl with one owned stack—fewer third parties touching regulated data.

##### Open Source & Auditable

The MIT toolkit is on GitHub—security can review every line before it enters the environment.

##### Result

A financial-grade app platform the institution owns, with cost tied to usage, not headcount.

#### What's Inside Agentic Vibe (Highlights)

##### One-Command Scaffold

Generate a full Next.js app—auth, AI chat, profile, analytics, and a dashboard—already wired up.

##### Backend Included

iblai.app provides SSO auth, AI agents, analytics, and tenant management. No tokens to store, rotate, or leak.

##### Claude Code Skills

Adding a feature is a conversation. 30+ skills teach your AI agent how to build with the platform.

##### Pre-Built Components

Drop in Chat, Profile, Account, Notifications, Workflow, and Analytics—consistent design via shadcn/ui.

##### Ship Everywhere

Web (Vercel), desktop (macOS, Windows/Surface, Linux), and mobile (iOS, Android) via Tauri v2.

##### Model-Agnostic Agents

Point agents at OpenAI, Gemini, Anthropic, Llama, or your own model—and switch anytime.

##### MCP Server for AI Coding

@iblai/mcp gives Claude Code deep knowledge of components, hooks, and APIs as you build.

##### Own the Whole Stack

Run against hosted iblai.app or license the full platform and self-host—you keep the code and the data.

##### Open Source (MIT)

The toolkit is on GitHub under MIT. Read it, fork it, extend it, and keep what you build.

#### Why Agentic Vibe Beats Rolling Your Own

##### Time to First App

Agentic Vibe: Minutes—scaffold ships with auth, chat, analytics | Typical stack: Days of boilerplate setup

##### Backend

Agentic Vibe: Included (SSO, agents, analytics, tenancy) | Typical stack: Build and host it yourself

##### Cross-Platform

Agentic Vibe: Web + desktop + mobile from one codebase | Typical stack: Separate native projects

##### AI Assistance

Agentic Vibe: Claude Code skills + MCP guide every step | Typical stack: Docs scavenger hunt

##### Model Choice

Agentic Vibe: Any LLM, swap anytime | Typical SaaS: Locked to one vendor's model

##### Ownership

Agentic Vibe: Own the code and data; self-host option | Typical SaaS: Vendor-controlled, no exit

##### License

Agentic Vibe: MIT open-source toolkit | Typical stack: Proprietary, per-seat

#### Benefits That Drive Impact

##### Engineering

Ship compliant apps in days on one vetted, owned platform.

##### Product & Risk

Govern AI apps once and reuse the foundation across lines of business.

##### CIOs & CISOs

Run the stack in your VPC; own the code, the data, and the model choice.

#### ibl.ai

Agentic Vibe is how you build on ibl.ai. Scaffold an app, wire it to the same agents and identity that power Agentic OS and Agentic LMS, and deploy it everywhere—one ownable AI operating system underneath every app you ship.

#### Start Building with Agentic Vibe

##### Get the Code on GitHub

github.com/iblai/vibe — clone the toolkit and read the README

##### Install the Skills

npx skills add iblai/vibe — teach your AI agent to build with ibl.ai

##### Scaffold Your App

One command for a full app with auth, AI chat, and analytics

### Healthcare

> Source: https://ibl.ai/product/agentic-vibe/healthcare

Ship clinical and patient apps fast—web, iOS, Android, Mac, and Surface from one codebase. Auth, AI chat, and analytics come wired in, and the stack can self-host so PHI never leaves your environment. On ibl.ai you own all the code and the data, run it model-agnostic across any LLM, and pay with no per-seat pricing — so you can deploy anywhere, from your own cloud to a fully air-gapped network.

Agentic Vibe is the developer toolkit for vibe coding on ibl.ai. Scaffold a complete app—auth, AI chat, profiles, analytics—and ship it to web, iOS, Android, Mac, and Surface from one codebase.

Health-system and digital-health teams build clinical and patient tools without standing up infrastructure, and the stack can self-host so PHI never leaves your environment.

#### For Health IT & Dev Teams: From Workflow to App

##### Scaffold in One Command

A full app with SSO, AI chat, a dashboard, and analytics—wired up so teams build the clinical tool, not the backend.

##### AI-Assisted Build

Claude Code skills and @iblai/mcp guide every feature—lean informatics teams ship like a larger shop.

##### One Codebase, Every Platform

Web, desktop (Mac, Surface), and mobile (iOS, Android) from one project—meet clinicians and patients anywhere.

##### Identity & RBAC Built In

SSO and roles flow from the platform or your IdP—no auth service to build and validate.

##### Result

Clinical and patient apps in days, on a foundation the system controls.

#### For Clinical & Informatics Teams: Grounded and Safe

##### Agents Grounded in Your Content

Wire apps to model-agnostic agents that cite approved clinical materials—answers staff can verify.

##### Reusable Components

Chat, Profile, Notifications, and Analytics ship ready—consistent, accessible UI via shadcn/ui.

##### Tool Per Service Line

Stand up an app per department or program without rebuilding identity and infrastructure each time.

##### Usage Visibility

Built-in analytics show adoption across the system—report outcomes to clinical leadership.

##### Result

More clinical tools shipped, all on one governed, observable foundation.

#### For CIOs & Compliance: PHI Under Your Control

##### Own the Code & Data

Self-host the full platform so PHI never leaves your environment—supporting your HIPAA obligations.

##### Model-Agnostic

Use a vetted commercial model—or a self-hosted one for PHI workloads—and switch as policy evolves.

##### One Standard Stack

Every app shares identity, agents, and analytics—fewer vendors and BAAs to manage.

##### Open Source & Auditable

The MIT toolkit is on GitHub—security and compliance can review it before clinical use.

##### Result

A healthcare app platform the system owns, with PHI that never leaves the building.

#### What's Inside Agentic Vibe (Highlights)

##### One-Command Scaffold

Generate a full Next.js app—auth, AI chat, profile, analytics, and a dashboard—already wired up.

##### Backend Included

iblai.app provides SSO auth, AI agents, analytics, and tenant management. No tokens to store, rotate, or leak.

##### Claude Code Skills

Adding a feature is a conversation. 30+ skills teach your AI agent how to build with the platform.

##### Pre-Built Components

Drop in Chat, Profile, Account, Notifications, Workflow, and Analytics—consistent design via shadcn/ui.

##### Ship Everywhere

Web (Vercel), desktop (macOS, Windows/Surface, Linux), and mobile (iOS, Android) via Tauri v2.

##### Model-Agnostic Agents

Point agents at OpenAI, Gemini, Anthropic, Llama, or your own model—and switch anytime.

##### MCP Server for AI Coding

@iblai/mcp gives Claude Code deep knowledge of components, hooks, and APIs as you build.

##### Own the Whole Stack

Run against hosted iblai.app or license the full platform and self-host—you keep the code and the data.

##### Open Source (MIT)

The toolkit is on GitHub under MIT. Read it, fork it, extend it, and keep what you build.

#### Why Agentic Vibe Beats Rolling Your Own

##### Time to First App

Agentic Vibe: Minutes—scaffold ships with auth, chat, analytics | Typical stack: Days of boilerplate setup

##### Backend

Agentic Vibe: Included (SSO, agents, analytics, tenancy) | Typical stack: Build and host it yourself

##### Cross-Platform

Agentic Vibe: Web + desktop + mobile from one codebase | Typical stack: Separate native projects

##### AI Assistance

Agentic Vibe: Claude Code skills + MCP guide every step | Typical stack: Docs scavenger hunt

##### Model Choice

Agentic Vibe: Any LLM, swap anytime | Typical SaaS: Locked to one vendor's model

##### Ownership

Agentic Vibe: Own the code and data; self-host option | Typical SaaS: Vendor-controlled, no exit

##### License

Agentic Vibe: MIT open-source toolkit | Typical stack: Proprietary, per-seat

#### Benefits That Drive Impact

##### Health IT & Devs

Ship clinical apps in days—auth, chat, and analytics already wired.

##### Clinical Teams

Build grounded, citable tools per service line without rebuilding infra.

##### CIOs & Compliance

Self-host so PHI stays home; own the code and the model choice.

#### ibl.ai

Agentic Vibe is how you build on ibl.ai. Scaffold an app, wire it to the same agents and identity that power Agentic OS and Agentic LMS, and deploy it everywhere—one ownable AI operating system underneath every app you ship.

#### Start Building with Agentic Vibe

##### Get the Code on GitHub

github.com/iblai/vibe — clone the toolkit and read the README

##### Install the Skills

npx skills add iblai/vibe — teach your AI agent to build with ibl.ai

##### Scaffold Your App

One command for a full app with auth, AI chat, and analytics

---

*[View on ibl.ai](https://ibl.ai/product/agentic-vibe)*