Hands-On Coding Architect: Don't Let Complexity Kill Your Codebase

Hands-On Coding Architect: Don't Let Complexity Kill Your Codebase

Most architects stop coding... and that's exactly where they lose their edge. Dennis Doomen has been a hands-on coding architect for 30 years, and his take is blunt: if you're not in the code, you can't make good architectural decisions. Period.


In this episode, we get into the real causes of codebase rot, why dogmatic pattern-following destroys teams, how Dennis uses AI tools to build open source projects without compromising his standards, and why documentation and decision records might be the most underrated investment a software team can make.


This one is for software engineers and architects who want to stay sharp, stay relevant, and build systems that actually last.


00:00:00 - Intro

00:01:05 - Why Dennis Refuses to Stop Coding (After 30 Years)

00:02:54 - The Only Way to Be an Effective Software Architect

00:04:43 - What Happens When Teams Copy Patterns Without Understanding Them

00:06:23 - Software Engineering Is About Battling Complexity

00:08:20 - When to Break Consistency to Reduce Complexity

00:09:24 - The Problem with Overzealous SOLID Principles

00:11:06 - The Future Where We Don't Care About Code Anymore

00:12:07 - How Dennis Built an Open Source Library with GitHub Copilot

00:14:18 - Accepting AI-Generated Code That Doesn't Meet Your Standards

00:16:39 - How to Use AI Without Losing Code Quality

00:17:41 - The Execution Is Accelerating — What Actually Matters Now

00:20:19 - Why Tests Are Your Safety Net in an AI-First World

00:23:44 - Lessons Learned from Letting AI Run Unsupervised

00:26:46 - Should Teams Standardize Which AI Tool They Use?

00:27:32 - Junior Devs and AI: Learning Skills vs. Speed

00:29:21 - How to Stay Curious and Critical in an AI-Assisted Team

00:33:43 - How to Build a Software Engineer from Scratch Today

00:34:38 - Dennis's Emoji-Based Pull Request Review System

00:36:45 - What AI Still Can't Do: Holistic Architectural Thinking

00:38:38 - Why Your Git History Is More Valuable Than You Think

00:40:44 - Decision Records: The Architecture Investment That Pays Off

00:43:16 - When Documentation Saved Dennis from a Bad Management Decision

00:44:47 - The Tailwind Layoffs and the Open Source Business Model Crisis

00:46:27 - Guidelines for Consuming Open Source Responsibly

00:49:51 - Why You Should Open Source Your Own Projects


Guest: Dennis Doomen - Microsoft MVP, open source creator (FluentAssertions and more), and coding architect at Aviva Solutions.


#softwaredevelopment #softwarearchitecture #softwareengineering

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