Engineer Details 'Automated Doubt' Process for AI-Assisted Development

The author outlines a development methodology built on 'automated doubt' using specialized Claude Code subagents to critique specifications and code. During design, agents excavate hidden assumptions, find gaps, and map ambiguity before any code is written. Post-implementation, a battery of validators audit type safety, security, performance, and public interfaces, with findings iterated until quality standards are met. Notably, the author avoids using subagents for actual code writes, keeping a single terminal agent in control to maintain trust and accountability.