Agentic Vibe

Build secure apps on a backend that scales

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. No need to choose build vs. buy — you get both.

1.6M+Platform Users
400+Organizations
Syracuse UniversitySUNYGoogleNVIDIAMicrosoftOpenAIKaplan

“ibl.ai does amazing work and are great people.”

Paul LeBlanc, former President and CEO, Southern New Hampshire University
Don’t take our word for it?See what our partners say →
Want to read the source?View the code on GitHub →
Agentic Vibe: vibe code the app, not the security
We host itStart at $0 on the ibl.ai cloudFree tier with renewable monthly credits, no credit card, usage-based from there. Move to your own infrastructure anytime, nothing to rebuild.Hosted deploymentSee pricing
You own itTake the whole codebaseBackend and infrastructure under a perpetual license, so you own all the code and the data. Your cloud, on-premise or air-gapped, under your control.Full code license

Who holds the keys?

Tools like Replit, Lovable and Bolt hand you total control, which also means the sign-in, the API keys and the backend are yours to get right. Vibe takes that part off the table.

Who signs the user inAgentic Vibeibl.ai SSO, client side. The person gets their own token and every later call carries it.Typical vibe-coding toolsYou build it, or wire in a third-party auth provider yourself.
Secrets in your appAgentic VibeNone. No LLM keys, no shared server secret to store, rotate or leak.Typical vibe-coding toolsProvider and database keys live in your env files; keeping them safe is on you.
Server-to-server codeAgentic VibeNone to write. The browser or app talks to the platform as the signed-in person.Typical vibe-coding toolsA backend you vibe code, host, patch and defend.
Features to pick fromAgentic Vibe161 skills and the SDK's components: agents, projects, analytics, billing, RBAC, courses.Typical vibe-coding toolsGeneric scaffolds; each platform feature is yours to build.
What you ownAgentic VibeThe MIT toolkit and your app, and the whole platform under a code license, so you own all the code and the data.Typical vibe-coding toolsYour app code; the platform underneath stays theirs.

MCP Architecture Guide for K-12

How to connect your district systems (SIS, LMS, behavior tracking, parent communication) to AI agents — with FERPA and COPPA compliance.

Read the Guide

Agentic Vibe — Build District AI Apps Fast, Backend Included

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 CommandA full app with SSO, AI chat, a dashboard, and analytics—wired up so you can focus on the classroom need.
AI-Assisted BuildClaude Code skills and @iblai/mcp guide every feature—small district teams ship like a bigger shop.
One Codebase, Every DeviceWeb, Chromebooks/desktop, iOS, and Android from one project—meet students on whatever they use.
District Identity Built InSSO and roles flow from the platform—no separate login service for each new tool.
ResultTeacher- and student-facing apps in days, governed by the district from the start.

For Curriculum & Edtech Teams: Safe, Grounded Tools

Age-Appropriate AIWire apps to agents with guardrails and content grounded in approved materials—not the open internet.
Ready-Made ComponentsChat, Profile, Notifications, and Analytics ship ready—consistent and accessible via shadcn/ui.
Pilot Then ScaleTurn a classroom idea into a real app for one school, then roll it district-wide with the same scaffold.
Usage VisibilityBuilt-in analytics show adoption and engagement so you can report outcomes to the board.
ResultMore classroom tools shipped, all sharing one governed, observable foundation.

For District IT & Leadership: Owned and Compliant

Own the Code & DataRun hosted or self-host—student data stays under district control, supporting COPPA/FERPA obligations.
Model-AgnosticChoose the model your district approves and switch as policy changes—no lock-in.
One Standard StackEvery tool shares identity, agents, and analytics—fewer vendors and contracts to manage.
Open Source & ReviewableThe MIT toolkit is on GitHub—IT can audit it before anything touches a classroom.
ResultA district app platform you own and can defend to parents and the board.

What's Inside Agentic Vibe (Highlights)

One-Command ScaffoldGenerate a full Next.js app—auth, AI chat, profile, analytics, and a dashboard—already wired up.
Backend Includediblai.app provides SSO auth, AI agents, analytics, and tenant management. No tokens to store, rotate, or leak.
Claude Code SkillsAdding a feature is a conversation. 30+ skills teach your AI agent how to build with the platform.
Pre-Built ComponentsDrop in Chat, Profile, Account, Notifications, Workflow, and Analytics—consistent design via shadcn/ui.
Ship EverywhereWeb (Vercel), desktop (macOS, Windows/Surface, Linux), and mobile (iOS, Android) via Tauri v2.
Model-Agnostic AgentsPoint 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 StackRun 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 AppAgentic Vibe: Minutes—scaffold ships with auth, chat, analytics | Typical stack: Days of boilerplate setup
BackendAgentic Vibe: Included (SSO, agents, analytics, tenancy) | Typical stack: Build and host it yourself
Cross-PlatformAgentic Vibe: Web + desktop + mobile from one codebase | Typical stack: Separate native projects
AI AssistanceAgentic Vibe: Claude Code skills + MCP guide every step | Typical stack: Docs scavenger hunt
Model ChoiceAgentic Vibe: Any LLM, swap anytime | Typical SaaS: Locked to one vendor's model
OwnershipAgentic Vibe: Own the code and data; self-host option | Typical SaaS: Vendor-controlled, no exit
LicenseAgentic Vibe: MIT open-source toolkit | Typical stack: Proprietary, per-seat

Benefits That Drive Impact

District DevsShip classroom apps in days—auth, chat, and analytics already wired.
Edtech TeamsBuild safe, grounded tools and scale the ones that work district-wide.
IT & LeadershipOwn 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 GitHubgithub.com/iblai/vibe — clone the toolkit and read the README
Install the Skillsnpx skills add iblai/vibe — teach your AI agent to build with ibl.ai
Scaffold Your AppOne command for a full app with auth, AI chat, and analytics

What our partners say about us

Chris Gabriel

Chris Gabriel | Google

Lorena Barba

Lorena Barba | George Washington University

Dr. Juana Mendenhall

Dr. Juana Mendenhall | Morehouse College

Juile Diop

Juile Diop | MIT

Adam Tetelman

Adam Tetelman | Nvidia

Jason Dom

Jason Dom | American Public University System

Benjamin Breyer

Benjamin Breyer | Columbia University

Ken Fujiuchi

Ken Fujiuchi | SUNY

Erika Digirolamo

Erika Digirolamo | Monroe College

David Flaten

David Flaten | SUNY

David Vise

David Vise | Modern States Education Alliance

Linda Wood

Linda Wood | ARM Institute (U.S. Department of Defense)

Chris Gabriel

Chris Gabriel | Google

Lorena Barba

Lorena Barba | George Washington University

Dr. Juana Mendenhall

Dr. Juana Mendenhall | Morehouse College

Juile Diop

Juile Diop | MIT

Adam Tetelman

Adam Tetelman | Nvidia

Jason Dom

Jason Dom | American Public University System

Benjamin Breyer

Benjamin Breyer | Columbia University

Ken Fujiuchi

Ken Fujiuchi | SUNY

Erika Digirolamo

Erika Digirolamo | Monroe College

David Flaten

David Flaten | SUNY

David Vise

David Vise | Modern States Education Alliance

Linda Wood

Linda Wood | ARM Institute (U.S. Department of Defense)

Frequently Asked Questions

Bring us a hard problem. Keep the code.

Run Agentic Vibe on your own terms

Start free on our cloud today, or take the whole codebase into your own infrastructure. Either way our engineers work alongside your team, and you own all the code and the data.

ibl.ai is family-owned and operated from New York, NY — a U.S.-headquartered, domestically-owned long-term partner, not a vendor that sells licenses and moves on. · SOC 2 Type II certified