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AI Engineering Trends in 2025: Agents, MCP and Vibe Coding

2 weeks ago 1 min read thenewstack.io

Summary: This is a summary of an article originally published by The New Stack. Read the full original article here →

As we look towards the future of AI engineering in 2025, certain trends are emerging that will significantly influence the DevOps landscape. Key among these trends are the development of intelligent agents, MCP (Model-Driven Continuous Practices), and Vibe Coding, all of which aim to enhance software development and deployment processes.

Intelligent agents will play a crucial role in automating various tasks across DevOps pipelines, enabling teams to focus on more strategic initiatives. These agents can learn from past interactions and adapt to new challenges, making them invaluable in managing complex environments.

MCP emphasizes the importance of integrating model-driven approaches within continuous practices, fostering a more seamless collaboration between development and operations. This practice not only simplifies the workflow but also enhances the consistency and quality of software delivered.

Vibe Coding fosters a collaborative coding environment where real-time feedback and integration are paramount. This approach leads to optimized code quality and quicker deployment cycles, which are essential in today's fast-paced tech landscape. The integration of these trends will undoubtedly shape the future of DevOps, pushing the boundaries of what's possible in software development and operations.

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