Most code review catches bugs. I shipped one that argues with the design.
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The cheapest bug to catch is the one a reviewer circles on line 40. The expensive one never shows up as a bad line it ships as the wrong approach , clean and green. Your retry loop is correct and also retrying in the wrong layer. Your cache has no bug and invalidates on the wrong key. A normal review human or AI slides right past those, because it's anchored on "is this line right," not "is this the right thing to build." This week I shipped v0.4.0 of cursor-plugin-cc , and the headline is a…
1Key Takeaways
- The cheapest bug to catch is the one a reviewer circles on line 40.
- The expensive one never shows up as a bad line it ships as the wrong approach , clean and green.
- Your retry loop is correct and also retrying in the wrong layer.
- Your cache has no bug and invalidates on the wrong key.
2AIWedia Score
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — AI reports that the cheapest bug to catch is the one a reviewer circles on line 40.
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