Is AI pair programming really going to help me?

The text discusses the role of Tabnine, an AI-powered code completion tool, in enhancing the productivity of team leads and engineering managers who are not frequently engaged in direct coding. While these professionals focus on tasks like reviewing pull requests, fixing technical debt, and mentoring, they face challenges in improving code quality, which is a primary motivation for developers. Tabnine offers potential benefits by automating routine aspects of code reviews, allowing managers to concentrate on more complex improvements and knowledge sharing. This is particularly relevant given the industry's shortage of highly skilled developers, making AI tools crucial for optimizing existing talent and improving efficiency. The text suggests that adopting such tools could enhance organizational capabilities and morale, especially in an environment where finding qualified developers is increasingly challenging.