Kuaishou’s KAT-Coder Shows Why Coding Agents Need Real Repositories
Kuaishou’s AI-for-software-engineering group, Kwaipilot, designed KAT-Coder-V2.5 around agents that work in executable codebases, where a suggested fix has to survive files, dependencies, commands, and tests. Kuaishou describes itself as an AI-powered content-community and social-platform company.