Source URL: https://www.docker.com/blog/wearedevelopers-docker-unveils-the-future-of-agentic-apps/
Source: Docker
Title: Docker Unveils the Future of Agentic Apps at WeAreDevelopers
Feedly Summary: Agentic applications – what actually are they and how do we make them easier to build, test, and deploy? At WeAreDevelopers, we defined agentic apps as those that use LLMs to define execution workflows based on desired goals with access to your tools, data, and systems. While there are new elements to this application stack,…
AI Summary and Description: Yes
**Summary:** The text discusses the emergence and development of agentic applications utilizing large language models (LLMs) and the role of Docker in facilitating their deployment and management. It emphasizes the similarities between agentic applications and microservices, highlighting new features and tools—like Docker’s Compose and MCP Gateway—that support secure and efficient application workflows.
**Detailed Description:** The text focuses on the evolution of agentic applications, which leverage LLMs to automate tasks based on specified goals by integrating various models, tools, and custom code. Key announcements from the WeAreDevelopers event detail Docker’s enhancements to support these applications and highlight industry trends in AI development.
– **Agentic Applications:**
– Defined as applications utilizing LLMs to create execution workflows.
– Similar challenges to those seen in microservices, suggesting a parallel evolution between the two paradigms.
– **Docker’s Role:**
– Introduction of tools like the Docker Model Runner for running AI models and the MCP Gateway for secure data access.
– The use of `compose.yaml` to streamline application development and deployment.
– **Key Announcements at WeAreDevelopers:**
– Launch of new capabilities in Docker Compose for agentic applications.
– Announcement of native Google Cloud support for deploying applications built with Docker Compose.
– Introduction of Docker Offload to utilize cloud resources and GPUs for LLMs without needing extensive local hardware.
– **Workshop and Community Engagement:**
– A successful workshop allowed attendees to explore Docker’s new features and build agentic applications using provided tools.
– Lightning talks discussed various applications of LLMs in development, emphasizing the practical implications and foundations for real-world use cases.
– **Industry Insights and Future Directions:**
– Sharing of findings from Docker’s UX research team indicating shifts in industry practices, especially regarding security in AI development.
– Announcement of the WeAreDevelopers World Congress in North America, aiming to create a developer-centric conference experience.
This discussion is pivotal for professionals in AI, cloud computing, and infrastructure security, as it reflects ongoing trends in AI application development and highlights the importance of secure, efficient tools in supporting these innovations. The advancements by Docker and the community-focused initiatives signal a strong push towards enhancing the developer experience and ensuring compliance and security in deploying AI solutions.