Towards Data Science is a community-powered publication that showcases work in data science, machine learning and artificial intelligence. Every day newcomers, seasoned researchers and industry practitioners publish tutorials, research notes and real-world case studies that help the field move forward.

Towards Data Science

Full-stack development requires coordinating frontend and backend changes, which traditionally involves managing different languages, repositories, and deployment pipelines. AI coding agents simplify this workflow through three key techniques: using workspaces to give agents context across multiple repositories, consolidating code into monorepos for easier management, and maintaining AGENTS.md files to provide context and navigation guidance. These practices reduce coordination overhead and enable solo engineers to implement features faster than traditional team-based approaches.

How to Work Effectively with Frontend and Backend Code

Techniques to work effectively with frontend and backend code