Java's Agentic Framework Boom Is a Code Smell
6 months ago
- #Java
- #AI Agents
- #Frameworks
- The recent boom in Java agentic frameworks is a code smell, indicating a flawed approach.
- Traditional frameworks like Spring and Camel were built for productivity, quality, and governance, but AI-powered tools like Cursor and Copilot now handle boilerplate code more efficiently.
- Developers should focus on building agents rather than orchestration frameworks, as the real value lies in the ecosystem and AI-native development.
- A modern agent framework consists of six layers: the programming language, the model, developer productivity tools, prompt packs, ecosystem APIs, and architecture/design patterns.
- The orchestration layer is becoming thinner as models improve and specialized platforms handle complex engineering problems like tool management and memory.
- The future of frameworks lies in mastering these six layers rather than building language-specific engines.