News
Sep 01, 2025
Making ChatGPT Follow Orders: Simple, Deterministic Constraints
The Startari v7.777 Protocol uses a single controlling header, per-turn reinforcement, and strict validation to make ChatGPT outpu...
Sep 01, 2025
Refactoring 033 - Removing Redundant or Unused Annotations
Make your code simpler and more maintainable by removing redundant or unused annotations.
Aug 29, 2025
The System Didn’t Ask, It Just Made You Comply
Obedience no longer comes from orders. In predictive societies, systems enforce rules silently. Forms, scores, and contracts struc...
Aug 28, 2025
Code Smell 04 - Stop Abusing Strings—Use Real Objects Instead
Use real abstractions and real objects instead of accidental string manipulation.
Aug 24, 2025
Refactoring 032 - Apply Consistent Style Rules
When machines generate large amounts of code, you need to apply one consistent style to all files.
