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AI is making code faster to produce, but it is also pushing old code review habits past their limit. This post explains why an approval is no longer enough, why AI review tools should support rather than replace human judgment, and what teams need to change to keep speed from turning into code nobody truly understands.
AI can write code faster than you, but it can't decide whether that code should ship. The developers who thrive in 2026 won't be the ones generating the most code - they'll be the ones who can read, question, and own what gets merged.
How Reviewsaur turns every pull request into a short comprehension quiz, helping engineering teams improve code reviews, spread knowledge, and ship with more confidence.
Why engineering leaders need a new KPI for the AI-coding era: verified understanding before merge.
The second-order costs of AI implementation are exploding.
Why a team that understands its code has fewer bugs and why we should fight comprehension debt?
Is coding with LLMs easier, more demanding or just different? My personal feelings about it.