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Coding agents can replace human code review entirely, achieving better quality assurance at lower costs and higher speeds.
AI systems are built on a software house of cards, with 400M lines of code and 11,000 dependencies, yet lack basic supply chain protections like versioning and verifiability.
Forget about chasing the perfect model architecture – this work suggests the real key to better AI agents lies in crafting more precise and complete specifications, since the implementation can always be re-generated.
