We Let AI Write a Third of Our Code. Here's the Review Process That Kept Us Sane.
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There is a seductive moment when AI coding assistants start pulling real weight: a meaningful share of your diffs are machine-drafted, velocity spikes, and everyone feels ten feet tall. Then the first subtle bug from unreviewed generated code reaches production, and you realize the tool changed how fast you write code without changing how much it costs to own it. Reviewing, testing, securing, and maintaining that code costs exactly what it always did. Here is the process that let us lean on…
1Key Takeaways
- There is a seductive moment when AI coding assistants start pulling real weight: a meaningful share of your diffs are machine-drafted, velocity spikes, and everyone feels ten feet tall.
- Then the first subtle bug from unreviewed generated code reaches production, and you realize the tool changed how fast you write code without changing how much it costs to own it.
- Reviewing, testing, securing, and maintaining that code costs exactly what it always did.
- Here is the process that let us lean on….
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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 there is a seductive moment when AI coding assistants start pulling real weight: a meaningful share of your diffs are machine-drafted, velocity spikes, and everyone feels ten feet tall.
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