Agentic Vibe icon

Agentic Vibe

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 the code and the data. No need to choose build vs. buy — you get both.

1.6M+Platform Users
400+Organizations
Syracuse UniversitySUNYGoogleNVIDIAKaplan

MCP Architecture Guide for Government

How to connect your agency systems (HRIS, LMS, case management, citizen services) to AI agents — with federal security and NIST 800-53 compliance.

Read the Guide

Agentic Vibe — Build Mission Apps Fast, in Your Own Environment

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 the code and the data.

For Agency Dev Teams: From Requirement to Deployed

Scaffold in One CommandA full app with SSO, AI chat, a dashboard, and analytics—wired up so teams ship against the mission, not the plumbing.
AI-Assisted BuildClaude Code skills and @iblai/mcp guide every feature—stretch limited dev capacity further.
One Codebase, Every PlatformWeb, desktop (Mac, Surface, Linux), and mobile (iOS, Android) from one project via Tauri v2.
Identity Built InSSO, roles, and RBAC flow from the platform—wire to your IdP instead of building auth per app.
ResultMission apps delivered on agency timelines, not multi-year procurements.

For Program Teams: Governed and Observable

Reusable ComponentsChat, Profile, Notifications, Workflow, and Analytics ship ready—consistent, accessible, Section 508-friendly.
Model-Agnostic AgentsRun approved commercial or open models, including fully self-hosted ones for sensitive workloads.
Standardize Across ProgramsEvery program app shares identity, agents, and analytics—one governed foundation, many tools.
Built-In Audit & AnalyticsUsage and access are logged from day one—evidence for oversight without extra instrumentation.
ResultFaster delivery on a foundation that satisfies governance from the start.

For Agency IT & Leadership: Sovereign by Design

Own the Code & DataLicense the full platform and run it in your VPC, GovCloud, or air-gapped enclave—nothing leaves your boundary.
Family-Owned, New Yorkibl.ai is family-owned and operated from New York, NY—a U.S.-headquartered, domestically-owned long-term partner.
Model SovereigntyChoose and host the models you're authorized to use—no dependency on a single foreign-owned vendor.
Open Source & AuditableThe MIT toolkit is on GitHub—review every line before it touches a mission system.
ResultAn app platform the agency owns end to end, deployable wherever the mission requires.

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

Agency DevsDeliver mission apps in days—auth, chat, and analytics already wired.
Program TeamsShip governed, observable tools on one standard foundation.
IT & LeadershipRun the whole stack in your boundary; own 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 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