AI Coding Is Fast — Reviewing It Isn't

  • 18 May 2026

AI-assisted coding is changing software development fast.

Developers can now generate massive amounts of code in minutes. But that creates a new problem: we're producing code faster than we can properly review it.

The danger isn't always obvious bugs

It's the subtle stuff:

  • Hidden security issues
  • Fragile logic
  • Broken edge cases
  • Bloated abstractions
  • Unsafe dependencies
  • Code that looks correct at first glance

The bottleneck is shifting

Writing code is becoming cheaper. Careful review and engineering judgment are becoming the real skill.

AI can generate thousands of lines instantly — but it can also generate thousands of lines of technical debt instantly.

As these tools improve, disciplined review becomes more important, not less.

AI reduces typing effort — responsibility doesn't

AI reduces typing effort. But human responsibility doesn't disappear.

If anything, good engineers become more valuable when code becomes easier to generate.


More engineering notes: hub.jovylle.com

Portfolio: jovylle.com

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