Create Full Systems using Browser or IDE,
for New or Existing Databases... in 1 Minute

"The image appears to be a workflow diagram illustrating a low-code/no-code development process for quickly building business applications using AI-generated logic and customization. Here’s a breakdown of what I see:

1. Idea (Left Panel)

• A user interface (Web-based AI tool) allows users to define their system using natural language.

• The prompt describes a business scenario with Customers, Orders, Items, and Products.

• It specifies business rules such as credit limits, order amounts, and item pricing.

• Highlights that the system can be generated and run in 1 minute with business logic automation.

2. Run (Top-Right Panels)

• The generated system includes a multi-page, multi-table web application.

• It provides an admin dashboard for managing customers, orders, and products.

• An API Logic Server is automatically created, exposing REST APIs for the system.

• The system appears to be functional and ready for use immediately after generation.

3. Customize (Bottom-Right Panel)

• A code editor (VS Code) shows Python-based declarative business logic.

• The logic enforces constraints (e.g., customer balance must not exceed credit limit).

• Debugging tools and breakpoints are visible, indicating that the user can inspect and modify the system behavior.

• A logic trace (console output) logs business rule execution, showing automated updates based on the defined logic.

Key Takeaways

• The process transforms a natural language description into a working application with APIs and business logic.

• Users can run and test the generated system immediately.

• Developers have full control to customize the logic via code.

• The tool supports rapid low-code development, particularly for database-driven business applications."

GenAI-Logic Kickstart

GenAI-Logic speed and simplicity means anyone in your team can kickstart a project in under a minute.  Just provide a prompt.

You get running screens, with test data.  Vet your backlog, and collaborate / iterate to get the requirements right, based on working software - with logic and security - not wireframes.  

This runs in 1 minute:

Create a system with customers, orders, items and products.  Include a notes field for orders.

Use LogicBank to enforce use case: Check Credit:

    1. The Customer's balance is less than the credit limit

    2. The Customer's balance is the sum of the Order amount_total where date_shipped is null

    3. The Order's amount_total is the sum of the Item amount

    4. The Item amount is the quantity * unit_price

    5. The Item unit_price is copied from the Product unit_price

When the requirements look solid, transition to development by downloading the project.  It already has a solid base:

• requirements - verified by collaboration using running screens, with logic-driven behavior

• technology - a logic-aware API

Declarative, Standards-based Development

Declare logic and security using declarative rules - 40X more concise than code.  You are still operating at the speed of GenAI, but now with all the power of a framework: standard language (Python), IDE and source code control.  

For example, integrate your system with partners using B2B APIs, or internal systems using Kafka or email.

Custom App Dev is dramatically simplified since you are building on solid foundation of requirements consensus, and an API that has already factored out the logic for re-use.  Use your favorite UI Dev Tools:

• Standard frameworks

• Low Code Products that are JSON:API aware

• AI/Dev tools that provide language-assisted app dev

Standard Deployment

When you are ready to deploy, use the automatically created scripts to create scalable containers.  They deploy anywhere, and are royalty free.

This includes transitioning your test (sqlite) database to other databases such as Postgres, Oracle, MySQL, SqlServer, etc.  If you want to use an existing database, review these database design considerations.