Artificial Intelligence
CrewAI Explained: Role-Playing AI Agents That Work Like a Team
Here’s a thought experiment I keep returning to: if you hired a human team, you wouldn’t hire five identical generalists and hope for the…
Topic
AI Agents
28 guides
Artificial Intelligence
BabyAGI Explained: The Tiny Project That Started the Agent Boom
In April 2023, a venture capitalist named Yohei Nakajima published a Python script of about 140 lines on GitHub. It did something that felt…
Artificial Intelligence
AutoGen AI Agents: Microsoft’s Conversational Multi-Agent Framework
Most AI agent frameworks treat agents like functions: call them, get a result, move on. AutoGen treats agents like colleagues: they talk to each…
Artificial Intelligence
AI Agents vs LLM: What’s the Real Difference?
People use “AI agent” and “LLM” almost interchangeably now, and the confusion is understandable — every agent you’ve met has an LLM inside it.…
Artificial Intelligence
AI Agent Tools Explained: How Agents Use Tools
Tools are what make agents agents. Without tools, you have a chatbot — brilliant at text, incapable of action. With tools, the same model…
Artificial Intelligence
AI Agent Testing: How to Evaluate Agents Before They Break Things
Traditional software testing has a comforting property: the same input produces the same output. You write a test, it passes, and it keeps passing.…
Artificial Intelligence
AI Agent Security Risks: Prompt Injection, Tool Abuse, and Defenses
Here’s the uncomfortable truth about AI agents: everything that makes them powerful makes them dangerous. An agent that can read your email, browse the…
Artificial Intelligence
AI Agent Limitations and Risks: An Honest Assessment
I write enthusiastically about AI agents — the architecture, the capabilities, the potential. But enthusiasm without honesty is marketing, and you deserve better than…
Artificial Intelligence
AI Agent Framework: How AI Agents Are Actually Built
Every developer has had the 2 AM moment: the demo works beautifully, then you ask for something slightly different and the agent confidently does…
Artificial Intelligence
AI Agent Architecture Explained: How Agents Are Built
Every AI agent you’ve used — the coding assistant, the research helper, the customer support bot — is built from the same handful of…