In July 2025, Adem established a foundational API for chat-driven Flink Agents within the apache/flink-agents repository, focusing on extensibility and maintainability. He introduced Java annotations such as @ChatModel, @Tool, and @Prompt, along with supporting domain classes to define chat models, tools, messages, models, and events. Leveraging Java and annotation processing, Adem enabled structured, scalable interactions with external services, reducing boilerplate and increasing consistency across integrations. His work laid the groundwork for plugin-like agent workflows, allowing for richer integrations and easier future expansion. The engineering effort demonstrated depth in API development and thoughtful software design principles.