Meituan's CatPaw AI Tool Goes Public After Stellar Internal Results
Meituan's Coding Revolution: CatPaw AI Assistant Now Available to Public
Tech giant Meituan has thrown open the doors to its groundbreaking AI coding assistant, CatPaw, following an exceptionally successful internal trial period. What began as an experimental plugin in 2023 has evolved into a full-fledged development environment that's already transforming how Meituan's engineers write code.
From Internal Tool to Public Beta
The numbers tell a compelling story:
- 95% adoption rate among Meituan's R&D teams
- More than 50% of new code now AI-generated
"We've essentially created a programming copilot that learns from our best practices," explains the CatPaw product manager. "It's not about replacing developers - it's about amplifying their capabilities."
Under the Hood: How CatPaw Works
At its core, CatPaw leverages Meituan's homegrown LongCat model, specifically trained on programming scenarios. The system smartly combines:
- Context-aware code suggestions
- Real-time error detection
- Automated debugging tools
The platform doesn't rely on just one model - it dynamically selects from multiple AI systems depending on the task at hand. This hybrid approach helps maintain accuracy while handling everything from simple syntax corrections to complex architectural decisions.
Getting Hands-On With CatPaw
Early adopters can now download CatPaw directly from its official website. New users receive:
- 500 conversation credits to start
- Option to request additional credits as needed
- Access through invitation codes distributed via WeChat official account
The public release follows nearly two years of refinement within Meituan, where developers reported significant productivity gains. One engineer described it as "like having your most knowledgeable colleague looking over your shoulder."
Key Points:
- Public launch: CatPaw transitions from internal tool to open beta
- Proven results: 95% adoption and >50% AI-generated code at Meituan
- Technical backbone: Powered by proprietary LongCat model with multi-model support
- Availability: Free trial with 500 credits available via invitation




