Ai駆動開発時代における本当に重要なものを測定する

Atsushi Nakatsugawa's blog post emphasizes the importance of identifying key metrics in the era of AI-assisted development, highlighting that engineering leaders are focused on assessing whether AI genuinely enhances productivity rather than just its implementation or code generation capabilities. The piece underscores the necessity of evaluating quality, time, organizational, and data metrics to pinpoint true issues, understand workflow bottlenecks, observe macro trends, and conduct detailed analyses for auditing purposes. Additionally, it mentions CodeRabbit's role in providing insights through dashboards, which can significantly reduce code review time and bugs, and notes the widespread installation of AI applications on platforms like GitHub and GitLab. The blog also references a 2024 North Pole security breach incident report to illustrate the significance of AI in improving operational security, and it includes a roundup of CodeRabbit's most impactful posts from 2025, covering diverse topics from "Slow AI" to the intricacies of working with advanced language models.