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.

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