Tutorials, guides and technical articles.
A comprehensive comparison of CocoIndex Code and CodeGraph — two AST-based semantic code search tools that dramatically reduce token consumption and accelerate code exploration for AI coding agents like Claude Code.
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.
A pragmatic guide to building advanced multi-agent interactions using Kotlin Coroutines and StateFlow. From MARS to MotivGraph-SoIQ, bringing academic theory to production code.
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.
