External Reasoning: Using Coding Agents with an LLM

A follow-up to ‘Stochastic Illusion: LLM Reasoning’ exploring how external structures can augment LLM capabilities in software development. Learn how Domain-Driven Design, Test-Driven Development, and systematic validation can transform unreliable coding assistants into reliable development partners.

July 17, 2025 · 10 min · Matthew Thompson