Deep dive into GSD Core (formerly Get Shit Done): 33 agents, wave execution, 200K fresh context per subagent, and the Discuss→Plan→Execute→Verify→Ship phase loop. How to install it, when to use it, and when not to.
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.
A complete guide to Spec Kitty — the CLI that turns product intent into a repeatable agent workflow using git worktrees, a 9-lane kanban system, and repository-native mission artifacts.
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.
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.
How AI's desire to please you is destroying your codebase. We explore Spec-Driven Development frameworks and how to implement Socratic verification gates in your Android CI pipeline.
