Agentic AI
ELI5 — The Vibe Check
Agentic AI is when the AI doesn't just answer questions — it takes action. Instead of saying 'you should update the database,' it actually updates the database. It plans, executes, uses tools, handles errors, and iterates until the job is done. It's the difference between asking for directions and having a chauffeur drive you there.
Real Talk
Agentic AI refers to AI systems that can autonomously plan and execute multi-step tasks using tools and APIs. Unlike passive chat models, agentic systems maintain state, make decisions, invoke external tools, handle errors, and iterate toward goals. They typically use LLMs as the reasoning engine with tool-calling capabilities, memory, and planning loops.
When You'll Hear This
"The agentic workflow handles the entire deployment pipeline." / "We need agentic AI for this — a chatbot can't handle multi-step tasks."
Related Terms
Agent
An AI agent is an LLM that doesn't just answer questions — it takes actions.
Function Calling
Function Calling is the OpenAI term for what Anthropic calls Tool Use — teaching the AI to call your code functions.
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.