Agentic AI
What Is Agentic AI? (And How It Differs From a Chatbot)
Agentic AI is one of the most-searched AI terms of the year — and one of the most loosely used. Here's a precise definition, with examples.
Read the article →Leapstone AI Blog
Guides on Generative AI, Agents, and AI Careers
Practical, no-fluff explainers on the topics people are actually asking AI chatbots about right now — from what agentic AI means to how to land a Forward Deployed Engineer role.
Careers in AI
What Is a Forward Deployed Engineer? Role, Skills, and Career Path
The Forward Deployed Engineer title has exploded in visibility as AI companies race to actually implement AI inside client organizations. Here's what the job really involves.
Read the article →Careers in AI
AI Engineer vs. ML Engineer vs. Data Scientist: What's the Difference in 2026?
These three titles get used almost interchangeably online — but the day-to-day work, required skills, and hiring bar are genuinely different. Here's how to tell them apart.
Read the article →RAG
What Is RAG (Retrieval-Augmented Generation)? A Beginner’s Guide
RAG is the technique behind most "chat with your documents" AI tools. Here's exactly how it works, with no assumed background.
Read the article →Getting Started
Best Way to Learn Generative AI as a Complete Beginner in 2026
There's no shortage of AI tutorials — the hard part is knowing which order to learn things in, and how to avoid getting stuck in tutorial loops that never lead to a real skill.
Read the article →AI Agents
AI Agent Frameworks Compared: LangChain vs. CrewAI vs. OpenAI Agent Builder
Picking an agent framework is one of the first real decisions you'll face once you move past single prompts. Here's how the major options actually differ.
Read the article →Future of Work
Will AI Replace Software Engineers? What’s Actually Changing
This is one of the most-asked questions on every AI chatbot. Here's an honest, non-clickbait answer.
Read the article →Careers in AI
How to Build an AI Portfolio That Gets You Hired
Certificates alone rarely get you hired in AI. Here's what a portfolio needs to actually demonstrate — and how to talk about it in an interview.
Read the article →AI Agents
What Is MCP (Model Context Protocol) and Why Does It Matter?
MCP has quickly become one of the most-referenced terms in AI agent development. Here's what it actually is, in plain language.
Read the article →Getting Started
Prompt Engineering vs. AI Engineering: What Skills Do You Actually Need?
These terms get confused constantly. Understanding the difference will save you from learning the wrong skill for the job you actually want.
Read the article →Ready to Build These Skills Yourself?
Follow a structured path, build practical projects, complete a capstone, and develop the confidence to discuss your work in interviews.