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AI-Generated Code: Boost or Burden?

Apr 15, 2025

Yes, AI can generate thousands of lines of code in minutes. But speed isn’t the only metric that matters.

Common problems teams run into:

  • Code bloat with no clear ownership
  • Security holes from unchecked logic
  • Unmaintainable abstractions
  • Hidden bugs that take months to catch
  • Technical debt that piles up fast

The goal isn’t to avoid AI — it’s to use it wisely.
You still need strong architecture, clean patterns, and reviews to scale safely.

How are you balancing AI productivity with long-term code health? Let’s talk. 👇

#ai #softwareengineering #technicaldebt #rubyonrails #cleanarchitecture #techlead #programmingmemes

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