TLDR Tech / DevOps
Code review is theater now (8 minute read)
AI-generated code has made traditional code reviews increasingly ineffective as pull request volume outpaces human reviewers, shifting quality assurance toward automated deployment pipelines with policy-based checks rather than manual approvals. Code reviews remain valuable for mentorship, knowledge sharing, and design feedback, but they are no longer a reliable safeguard against bugs and security issues at AI-driven development speed.
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