AI Agents

What MCP Actually Is Model Context Protocol (MCP) is an open protocol, originally released by Anthropic, that standardizes how AI applications connect to e…

Why the Prompt Is the Agent Most of what people call an “AI agent” is not a separate piece of software. It is a language model wrapped in a loop, given som…

What It Actually Does CrewAI is a Python framework that lets you define a team of AI agents, each with a specific role, goal, and set of tools, and then wi…

What It Actually Does OpenAI Swarm is a lightweight Python library for coordinating multiple AI agents. The basic idea is that you define agents as discret…

What It Actually Does LangGraph is a Python (and JavaScript) library from LangChain Inc that lets you build stateful, multi-step AI agents modelled as dire…

What It Actually Does Aider is a command-line coding assistant that runs in your terminal and talks directly to whichever LLM you point it at. You open it …

What It Actually Does GitHub Copilot Workspace is an agentic environment baked directly into GitHub. The core idea is straightforward: you open an issue, c…

What It Actually Does Gemini CLI is Google’s terminal-native coding agent. You install it, point it at a codebase, and talk to it in plain language. It rea…

What It Actually Does Manus is a general-purpose autonomous agent – meaning you give it a goal in plain language and it goes off and works toward that goal…

What It Actually Does AutoGen is an open-source Python framework from Microsoft Research that lets you build systems where multiple AI agents collaborate -…