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A collection of 12 posts

Agentic AI Design Patterns, Part 2: Architecture, Control and Governance

In the first article in this series (https://korays.com/a-brief-look-into-agentic-design-patterns/) , I introduced several common agentic AI design patterns, including ReAct, reflection, planning, tool use, sequential workflows, multi-agent collaboration and human-in-the-loop controls. Understanding the individual patterns is useful, but it is only the beginning. The more difficult question is how

AI Is Not the Problem. Blind Trust Is

AI is quickly becoming part of everyday work. It helps us write faster, summarize complex information, generate ideas, analyze documents, and automate repetitive tasks. Used properly, it can be a powerful productivity tool. But there is a growing problem: people are beginning to trust AI outputs without enough verification. This

Using Generative AI Effectively: Why “React-Style” Thinking Is Replacing Long Reasoning Chains

artificial intelligence

Using Generative AI Effectively: Why “React-Style” Thinking Is Replacing Long Reasoning Chains

Generative AI has matured fast. What felt experimental two years ago is now quietly embedded in workflows across consulting, engineering, finance, healthcare, and creative work. Yet despite better models, many teams still struggle to get consistent, reliable results from AI systems. The issue is no longer raw intelligence. It’s

A brief look into Agentic Design Patterns

Over the past year, AI has shifted from simple prompt–response chatbots to agentic systems that can plan, act, use tools, and coordinate across complex workflows. Instead of treating the model as a passive text generator, developers now orchestrate it as an active decision-maker inside software systems. But as the

When People Stop Thinking: The Hidden Cost of Blindly Trusting Generative AI

Something curious is happening with generative AI. Every day, more people use it to write reports, posts, or even research summaries. The results often look convincing, sometimes even impressive. But beneath that surface fluency lies a quiet problem: too many people take the output at face value. They don’t

artificial intelligence

Is “AI” Just the Latest Excuse for Companies to Grab More of Our Data?

Artificial intelligence is everywhere these days it’s in the headlines, in product launches, and in nearly every company’s mission statement. AI is sold as the key to smarter technology and a better world. But beneath the glossy marketing lies a deeper issue: Are companies using AI as a

artificial intelligence

Are We Training People to Use AI or Just Letting Them Loose With It?

Generative AI has become part of almost every workplace, whether it’s helping write reports, summarize meetings, or create marketing content. For small and medium-sized businesses, it’s been a game changer allowing smaller teams to achieve what used to take days in just a few hours. But there’s

When Your AI Prompts Go Public: Why Consumers Should Worry About Privacy

When Your AI Prompts Go Public: Why Consumers Should Worry About Privacy Over the past year, AI tools have become so normal in everyday life that we hardly think twice before asking them something personal. We throw questions at them the way we might text a friend: “Can you help

How to Achieve RAG (Retrieval-Augmented Generation) with Your Data

In the era of Large Language Models (LLMs), Retrieval-Augmented Generation (RAG) is a game-changing technique for organizations that want to build smarter, context-aware AI systems using their own data. Whether you're developing a knowledge assistant, a chatbot for customer support, or an internal productivity tool, RAG can dramatically

All Aboard the AI Train—But Where Are We Heading?

All Aboard the AI Train—But Where Are We Heading?

AI is undeniably the buzzword of the year. Everywhere you turn, businesses, individuals, and entire industries are clamoring to jump aboard the AI train, eager not to miss out on this transformative journey. But as we race forward, it’s crucial to pause and ask ourselves: Are we genuinely innovating,

Agentic AI - The Future of Autonomous Intelligence

Agentic AI: The Future of Autonomous Intelligence

In recent years, the world has been captivated by powerful AI models like ChatGPT, Claude, and Gemini. These large language models (LLMs) are capable of generating human-like text, solving complex problems, and even writing code. But a new frontier in AI is emerging, one that doesn’t just respond to