https://augmentedscholars.com/tags/prompt-engineering/Recent content in Prompt Engineering on The Augmented ScholarHugoen-usFri, 17 Jul 2026 17:59:48 +0400https://augmentedscholars.com/posts/ai-literacy/ai-agents-explained-llm-tools-memory-loop/Wed, 04 Mar 2026 00:00:00 +0000https://augmentedscholars.com/posts/ai-literacy/ai-agents-explained-llm-tools-memory-loop/<h2 id="ai-agents-explained--why-your-llm-isnt-actually-doing-anything-yet">AI Agents Explained — Why Your LLM Isn&rsquo;t Actually &ldquo;Doing&rdquo; Anything (Yet)</h2> <p>You&rsquo;ve probably used ChatGPT to draft an email or Claude to summarize a paper. You ask, it answers. Simple, right? But here&rsquo;s what most people miss: <strong>that&rsquo;s not an agent—that&rsquo;s just a chatbot</strong>.</p>https://augmentedscholars.com/posts/ai-literacy/tool-calling-explained-turn-your-llm-into-an-ai-agent/Wed, 04 Mar 2026 00:00:00 +0000https://augmentedscholars.com/posts/ai-literacy/tool-calling-explained-turn-your-llm-into-an-ai-agent/<h2 id="tool-calling-explained--how-to-turn-your-llm-into-an-ai-agent-that-actually-does-things">Tool Calling Explained — How to Turn Your LLM into an AI Agent That Actually Does Things</h2> <p>Out-of-the-box LLMs can&rsquo;t check your calendar, pull live weather data, or query your database. They&rsquo;re brilliant conversationists trapped in a sensory deprivation chamber, completely isolated from the real world. The result? You get impressive prose about <em>what</em> to do, but zero ability to actually <em>do</em> it.</p>