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AI Simplified: Understanding LLMs, Workflows, and Agents

AI Buzzwords Demystified If you’ve been following AI developments lately, you’ve probably encountered terms like LLMs, RAG, ReAct, and AI Agents. While these technologies are transforming how we interact with AI, the terminology can be overwhelming. In this post, I’ll break down these concepts into digestible explanations with practical examples. Let’s start with the foundation and progressively build up to more complex systems. Large Language Models (LLMs): The Foundation At the core of today’s AI revolution are Large Language Models (LLMs). Popular applications such as ChatGPT and Claude are built on top of these powerful models. They excel at generating and manipulating text based on the prompts we provide.

  • AI Concepts
  • ChatGPT
  • Claude
  • LLM Interaction
  • AI Workflows
  • Language Models
  • RAG
  • AI Agents
Saturday, May 24, 2025 Read
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The One Simple Secret to Effective AI Prompting

Forget Everything You’ve Learned About AI Prompting There’s a sea of articles out there about “how to talk to AI” or “the perfect prompt structure.” Frameworks, formulas, special keywords—it can get overwhelming. But what if I told you that you could forget all of it? That’s right. All those complicated prompting techniques might be unnecessary, because there’s one fundamental principle that works better than anything else: AI excels at roleplaying.

  • AI Prompting
  • ChatGPT
  • Claude
  • LLM Interaction
  • AI Communication
  • Language Models
  • Roleplaying
  • AI Productivity
Sunday, May 11, 2025 Read