'Grill Me' vs Socratic Method vs Spec-Driven Dev
An architectural analysis of how the 'Grill Me' skill fits into the historical tension between honoring the specification and constantly challenging it through adversarial prompts.
An architectural analysis of how the 'Grill Me' skill fits into the historical tension between honoring the specification and constantly challenging it through adversarial prompts.
Discover how Matt Pocock's viral skill is transforming AI-assisted development by forcing agents to ruthlessly question your design before writing a single line of code.
Matt Pocock's /grill-me skill forces adversarial alignment before coding. SDD frameworks enforce architectural contracts. We test whether these two philosophies can actually work together in a single workflow — and where they genuinely conflict.
Learn how to stop LLMs from being compliant assistants and turn them into ruthless evaluators. Discover the mathematical anatomy of Socratic prompts for Android architecture, Kotlin Coroutines, and strict Spec-Driven Development.