ai orchestration

The Compound AI Systems Revolution: Why Single-Model Solutions Are Already Obsolete

During most of the previous ten years, the development of artificial intelligence was determined by the volume and capacity of specific models. Big data, greater model dimensions, and more exact benchmarks became colloquially referred to as innovation. Since the first … Read More

Understanding the Difference Between Generative AI and Traditional AI

The artificial intelligence landscape is evolving rapidly, with generative AI vs traditional AI becoming a critical decision point for businesses. According to a McKinsey report, nearly 40% of new AI investments target generative AI, yet traditional AI still powers over … Read More

Building 17 Agentic AI Patterns and Their Role in Large-Scale AI Systems

The new phase of artificial intelligence is engineering-focused. In this phase, engineers will concentrate on designing systems that operate as independent agents. These systems will require the ability to reason and take various types of actions in highly complex, dynamic, … Read More

Agentic AI Engineering – The Blueprint for Production-Grade AI Agents

The age of large language models (LLMs) has given businesses a glimpse of the future: intelligent systems that can think, act, and collaborate autonomously. However, transforming this vision into reality requires mastering Agentic AI Engineering — the disciplined practice of … Read More