As coding becomes increasingly automated, software architecture is becoming the highest-leverage skill in engineering. AI agents thrive in systems with clear boundaries, strong conventions, and predictable patterns—pushing the industry toward more machine-legible architectures and a new native AI development workflow.
What Good Engineering Looks Like
A few years ago, if you told a team that architecture was more important than implementation, you'd probably get some eye rolls.
Most of us became engineers because we enjoy building things.
The code was the product.
The architecture diagrams were just the paperwork.
AI coding agents need good software engineers
AI coders need good software engineers
What do software developers do now?
Marc Andreessen says AI beats humans in coding because 'AI never gets drunk, sick or high' and never files 'HR complaints'
AI still needs humans
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