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Ai Code Review

2 GoKawiil briefs on this topic

Engineer's 'Brain Sandwich' method proposes bracketing AI coding with human review

A blog post recounts a framework shared by an engineer named Emily for working with AI coding tools, dubbed the 'Brain Sandwich': think through the problem yourself first, delegate implementation to AI, then personally review and refine the output before sending it for review. The approach is offered as a counter to engineers fully outsourcing tasks to AI, a practice some reportedly call a 'Meat Proxy'.

Benchmark test finds GPT-5.6 Luna catches fewer bugs than GPT-6 Astra but at 28x lower cost

A new benchmark comparing OpenAI's GPT-5.6 Luna and GPT-6 Astra on code review found Luna verified 69 bugs across 50 pull requests versus Astra's 92, while costing roughly 28 times less per review. Luna also produced more false positives, with 24 of 93 flagged issues failing verification compared to Astra's 4 of 96, and it caught fewer security-related bugs.