Agentic Coding Needs Architecture: Guardrails for AI-Generated Enterprise Code

AI coding agents make software changes faster, which means architecture boundaries, tests, and review discipline matter more than ever.

Spec Driven Development
TDD (human in the loop writes the unit tests to shape the client code direction)
Optimizing root AGENTS/CLAUDE file
Managing multiple concurrent local agents
Triggering hosted agents

I help teams modernize legacy systems with AI-assisted development guardrails that keep the agents productive and the production safe. fitzpatricksoftware.com

AUTHOR

Matthew FitzPatrick

I write about Go, AWS, infrastructure, and developer tools — and I help teams ship modernization without the outages.