Reviews have become expensive, rewrites have become cheap
The author argues that AI-generated code is often over-engineered, making the review process more time-consuming than traditional manual coding. Consequently, the workflow has shifted toward prioritizing upfront planning and using AI to rewrite and simplify code rather than relying on the initial output.
Why it matters
This reflects a fundamental shift in software engineering productivity and management as developers adapt to the unique behaviors and economic costs of LLM-assisted coding.
Ai Engineering Code-Review 340 words 2 min LLMs aren't lazy. They don't cut corners because a simpler solution feels good enough. If they know how to solve something thoroughly, they will.
The article provides a technical observation on professional workflows without political or social agenda.
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