AI Agent
ELI5 — The Vibe Check
An AI Agent is an AI system that can think, plan, and act on its own to accomplish a goal. Instead of just answering questions, it breaks down tasks, uses tools, makes decisions, and keeps going until the job is done. It's like the difference between Siri reading you the weather and JARVIS actually handling your entire schedule, ordering lunch, and filing your taxes.
Real Talk
An AI agent is an autonomous system built on top of an LLM that can perceive its environment, make decisions, and take actions to achieve specific goals. Agents typically combine a reasoning engine (LLM), tool access (APIs, code execution), memory (short and long-term), and a planning loop (observe-think-act). They can handle complex, multi-step tasks with minimal human intervention.
When You'll Hear This
"The AI agent handles our entire customer onboarding flow." / "We need an agent, not a chatbot — this task requires multiple steps and tool calls."
Related Terms
Agentic AI
Agentic AI is when the AI doesn't just answer questions — it takes action.
Claude Code
Claude Code is like having a senior developer living inside your terminal.
Multi-Agent
Multi-agent means multiple AI agents working together, each handling a different task.
Orchestration
Orchestration is the process of automatically managing, coordinating, and scheduling where your containers run.
Tool Use
Tool use is when an AI can call external functions, APIs, or programs to do things it can't do alone.