KAT-Coder-V2.5: How KwaiKAT Built an Agentic Coding Model Using 100,000+ Verifiable Repository Environments
Artificial intelligence coding assistants have evolved rapidly over the last few years. Early code-generation models focused primarily on producing snippets of code in response to prompts. While these systems demonstrated impressive capabilities, they often struggled when faced with real-world software engineering tasks that require understanding large repositories, navigating complex dependencies, running tests, and iteratively fixing … Read more