KwaiKAT Team Releases KAT-Coder-V2.5: An Agentic Coding Model Trained on 100,000+ Verifiable Repository Environments

The KwaiKAT team at Kuaishou has released the KAT-Coder-V2.5 model, which focuses on agentic coding capabilities through improved training infrastructure. By utilizing an automated tool called AutoBuilder, the team successfully created over 100,000 verified repository environments for training. This approach suggests that developers may be able to enhance coding performance by refining infrastructure rather than solely increasing model scale.