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4 articles found

The 8 SQL Performance Patterns That Keep Slipping Through Code Review
backend engineering
Featured

The 8 SQL Performance Patterns That Keep Slipping Through Code Review

Why your ORM is hiding production-killing N+1 queries and the seven other patterns that only show up under load. Plus, the one habit that catches them before you ship.

#backend engineering#code review#database optimization...
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The Architect in the Loop: Adapting System Design for the AI-Centric Development Era
code review

The Architect in the Loop: Adapting System Design for the AI-Centric Development Era

How LLM-driven coding shifts the architect’s role from implementation oversight to verification and governance, and why your architecture diagrams are now generated from business intent.

#code review#software architecture#system design
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The End of Auto-Approval: Amazon’s AI Code Review Mandate
AI Governance

The End of Auto-Approval: Amazon’s AI Code Review Mandate

Amazon now requires senior engineer sign-off on AI-assisted code changes after a series of outages revealed the catastrophic gap between generative velocity and system reliability.

#AI Governance#amazon#code review...
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Strict Code Reviews Are Killing Your Velocity, And AI Is Making It Worse
AI coding

Strict Code Reviews Are Killing Your Velocity, And AI Is Making It Worse

Why enforcing Clean Architecture in pull requests creates a bottleneck that automation, not human vigilance, should solve.

#AI coding#clean architecture#code review...
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