'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.
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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.
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.
How to apply OpenSpec in Android and Kotlin projects to keep AI agents aligned with architecture, with practical examples of change proposals, task validation, and living files.
Revolutionizing data synchronization and conflict resolution using local AI models in 2026.
Why the Repository is the most important pattern in Clean Architecture. Caching strategies, error handling, and data source orchestration.
Why Repository is the most important pattern in Clean Architecture. Caching strategies, error handling and data source orchestration.
Demystifying Clean Architecture: A deep dive into layers, dependencies, and data flow to build indestructible Android apps.
Why Use Cases (Interactors) are the secret component of a scalable architecture. How to design, test and reuse them.
Deep dive into the ViewModel component: State management, lifecycle, coroutines, and how to avoid the most common design errors.