Applying Toyota Lean Principles to Claude Code Agent Workflows

A developer implemented a manufacturing-inspired 'countermeasure' system for Claude Code to prevent recurring agent mistakes. By logging failures and treating them as process defects rather than prompt errors, the system systematically updates instructions to prevent the same logic errors from reoccurring.