Toloka

Building robust AI coding assistants requires massive volumes of high-quality, specialized training data that is difficult to generate internally. Toloka directly addresses this by providing expert-sourced 'Programming Data for AI Coding Assistants.' Instead of simple code snippets, Toloka delivers production-ready code generation examples, full repository structures, and complete software engineering workflows. For AI developers, this means you can train your models on realistic, complex tasks like debugging, repository issue resolution, and code review. The platform provides agent trajectory demonstrations and virtual environments, including RL-gyms and computer-use testbeds, for rigorous step-by-step evaluation. Furthermore, Toloka offers safety red-teaming to identify injection vulnerabilities and ensure policy compliance. By leveraging these comprehensive datasets and evaluation tools, teams can significantly accelerate AI development, improve model performance, and build more capable and secure software engineering agents.