Enterprise Vibe Automation

Declarative Logic Delivers the AI Promise 🏆
Governable, No Hallucinations, No FrankenCode

Instant Results: MCP Modernization, Prototypes to Get the Requirements Right

Business Users join with Developers in the Iterative Design Process

Open Standards: your IDE, your Deployment

The Vision: Vibe All 3 Tiers

It Should Be As Simple To Build a System as it is to Imagine it

Speed and Simplicity of Natural Language

Enterprise class: no-compromise Quality, Governance, Extensibility

Leverage IT Investment: Standard IDE, Deployment, ...

AI Alone Is Not Enough

1. System Vibe: Mostly Fails

❌ Popular Vibe WebSites Failed

❌ Best Result: Marginal UI, API

👓 See project and analysis

2. Logic Vibe: Completely Fails

❌ Major Corner-Case Bugs

❌ Not Maintainable Franken-Code

Declarative Approach Required

👓 See project and analysis

Vibe

Logic Is Half the Effort

No Approach to Vibe or Low Code is Complete
Without Logic Automation

Vibe Automation Required

Vibe Automation Means

✅ AI, plus...

✅ LogicGen

Trains AI to Generate Logic, Not Frankencode
Reliable, Predictable Project Creation

✅ Declarative Engines

Business Logic: Declarative Rules
- 40X More Concise Than Procedural Franken-Code
- Logic is nearly half the dev effort
Standard JSON:API
- Automatic MCP

Vibe Automation Means

Rules-Based Automation Addresses Business Logic

Fully Delivers the Speed and Simplicity of AI

Governable: No FrankenCode, No Hallucinations

Breakthrough Reduction in Time, Cost and Risk

GenAI + Business Logic Automation

✅ User Interface (Green): AI Does Well

See video (2:28 in the video below)
Or use your favorite tools

❌ Logic (Red): AI Alone Fails

FrankenCode: Buggy, Maintenance Challenge
Nearly Half the Effort Remains...

✅ Rules Automate Business Logic

40X More Concise Than Procedural Franken-Code
Unique to GenAI-Logic
Transparent to Business Users
Governable, No Hallucinations

4 Economics

Only GenAI-Logic Automates Backend Logic
To Fully Realize the Speed and Simplicity of GenAI

Explore Enterprise Vibe Automation

Vibe Automation

Natural Language Simplicity
LogicGen to eliminate Franken-response

✅ 1. Automatic Backend - why bother with data mockups?

Create MCP API from existing database
Create database from prompt

✅ 2. Automatic App - why start from scratch?

Kickstart with a running, multi-page application
Customize with your favorite Vibe tools

✅ 3. Declarative Business Logic 🏆

Vibe for UI and logic -- half the effort

Rules are 40X More Concise than Code

Properly Factored out of UI

✅ 4. Standard IDE, Language, Deployment

Full Extensibility With Python
Human in the Loop Governance

Vibe

Check out the Video - click here

Explore the Project in your Browser - click here

Run this yourself - click here

✅ Free and Open Source - Simple Install, Tutorial with Vibe

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Enterprise Vibe Automation

Declarative Logic Delivers the AI Promise 🏆 Governable, No Hallucinations, No FrankenCode

Instant Results: MCP Modernization, Prototypes to Get the Requirements Right

Business Users join with Developers in the Iterative Design Process

Open Standards: your IDE, your Deployment

The Vision: Vibe All 3 Tiers

It Should Be As Simple To Build a System as it is to Imagine it

AI Alone Is Not Enough

1. System Vibe: Mostly Fails

2. Logic Vibe: Completely Fails

Logic Is Half the EffortNo Approach to Vibe or Low Code is CompleteWithout Logic Automation

Vibe Automation Required

Vibe Automation Means

✅ AI, plus...

✅ LogicGen

✅ Declarative Engines

Rules-Based Automation Addresses Business Logic

Fully Delivers the Speed and Simplicity of AI

Governable: No FrankenCode, No Hallucinations

Breakthrough Reduction in Time, Cost and Risk

GenAI + Business Logic Automation

✅ User Interface (Green): AI Does Well

❌ Logic (Red): AI Alone Fails

✅ Rules Automate Business Logic

Only GenAI-Logic Automates Backend LogicTo Fully Realize the Speed and Simplicity of GenAI

Explore Enterprise Vibe Automation

Vibe Automation

Check out the Video - click here

Explore the Project in your Browser - click here

Run this yourself - click here

Declarative Logic Delivers the AI Promise 🏆
Governable, No Hallucinations, No FrankenCode

Logic Is Half the Effort

No Approach to Vibe or Low Code is Complete
Without Logic Automation

Only GenAI-Logic Automates Backend Logic
To Fully Realize the Speed and Simplicity of GenAI