Full Walkthrough: Workflow for AI Coding — Matt Pocock 1 hour, 36 minutes

Key takeaways

• ›Tech Stack: Claude Code (CLI) with Docker sandbox, utilizing local markdown files for issue tracking and Kanban-style task management.
• ›The core methodology relies on 'vertical slicing'—breaking features into small, testable units that span the entire stack—to ensure the AI receives immediate feedback rather than coding horizontally layer-by-layer.
• ›The workflow separates the 'day shift' (human-led planning, grilling the AI, and defining the destination) from the 'night shift' (AI-led execution of the backlog in an automated loop).