NL Subsystem Creation

Extensive improvements to Context Engineering now enable you to create complete systems from a business oriented prompt. As described in this documentation, this prompt creates a complete customs surtax calculator:

Create a fully functional application and database
 for CBSA Steel Derivative Goods Surtax Order PC Number: 2025-0917 
 on 2025-12-11 and annexed Steel Derivative Goods Surtax Order 
 under subsection 53(2) and paragraph 79(a) of the 
 Customs Tariff program code 25267A to calculate duties and taxes 
 including provincial sales tax or HST where applicable when 
 hs codes, country of origin, customs value, and province code and ship date >= '2025-12-26' 
 and create runnable ui with examples from Germany, US, Japan and China" 
 this prompt created the tables in db.sqlite.

For example, the remarkable command above

• Finds, reads and understands the reference statutes from web-based documents

• Builds an executable GenAI-Logic project, including:

  • A database (including sample data), Admin App and API
  • Business logic, expressed as rules
  • Business documentation

Here is the Admin App: