EPAM Systems’ Post

New Ideas, New Patterns - AI is opening new possibilities in software design and architecture. This article explores the impact of AI on software architecture and introduces some patterns on how architects will play a leading role in designing the next generation of software. https://lnkd.in/dzgc9gmV

This is a great gen AI reference architecture that provides a set of architectural building blocks for building an end-to-end LLM based application: 👉 Conversational UI 👉 Prompt engineering 👉 RAG 👉 Augmentation and customization 👉 Models evaluation 👉 Multi-Agents (model orchestration) 👉 Governance / operation

There's no doubt that 2024 will usher in an exciting era of new #GenerativeAI solutions. With that, Bob Quillin of vFunction sheds light on five 2024 #predictions for software architects to track and keep an eye on. https://lnkd.in/g5q2Ujt9 #AI #Observability #Governance

The AI Agent hype is official! Gartner has recognized Sema4.ai in two Gartner Hype Cycles, for Future of Enterprise Applications, 2024 and for AI in Software Engineering, 2024. Read Antti Karjalainen's blog to learn what all the agent hype is about. https://lnkd.in/eA7mvWmz

These days, it seems like it's all about AI, but how do we make it truly work for us and unlock its full potential? Simple—we RAG it! Our Eric Roch dives deep into this in his latest blog post. Learn how to build intelligent, contextually aware AI systems that leverage your corporate data for maximum impact. Discover the key components of implementing RAG architecture, the importance of a robust integration strategy, and the design decisions that will set your GenAI applications apart. Check out Eric's blog post to get the full story: https://bit.ly/3SoglPV #RAG, #AIInnovation, #AIStrategy, #GenAI

Here's my latest blog post. Feedback is welcome!

Thanks to Packt for the chance to read and review the Solutions Architect Handbook 3rd Edition by Saurabh Shrivastava Neelanjali Srivastav. This book is a must have for the broad scope of Solutions Architecture and dives deep into many areas my favorite were in Generative AI along with Security Consideration this will be a good reference professionally to keep around. Solutions Architect's Handbook - Third Edition: Kick-start your career with architecture design principles, strategies, and generative AI techniques https://a.co/d/0uL762C #SolutionsArchitect #CloudAgnostic #DesignPatterns

Modernizing EA and Solutions Architecture: Incorporating AI for Driving Disruption in Software Engineering.