Find the latest Webinar content from the Sprocket Testing Team.
Resources Blog

Jack Willis

Blogs by Jack Willis
Context Is The Attack Surface
Apr 13, 2026

Context Is The Attack Surface

A successful prompt hack looks like your system working correctly for someone else. The mechanism that makes this possible is the same one you’re paying for.
LLMs Don't Follow Rules – They Follow Context
Feb 24, 2026

LLMs Don't Follow Rules – They Follow Context

LLM behavior isn't governed by a rulebook — it emerges from context, shaped by a stack of training, fine-tuning, and runtime instructions. Understanding this explains why the same model gives radically different responses to functionally identical requests.