An intact bar follows a protected channel around the transformation block into a separate receiver compartment

Where LLM Responsibility Ends

How a maintenance request generator separates model-written text, user requests, and rules the application enforces with ordinary code.

September 14, 2026
A clean green flow passes through a simple light gate, leaving a complex coral inspection lattice outside

When a Contract Test Knows Too Much

How LLMs accelerated contract-test overengineering and why observable behavior matters more than implementation details.

September 5, 2026