Smallstep Agent
Learn

AI, GenAI and agents, explained with one task

Same job, three kinds of AI. Click through to see what each does and what’s left for you.

The explainer

Example task A customer emails asking whether you can make a gluten-free birthday cake for Saturday.

Plain AI Recognizes and sorts

Spots patterns in data. It labels, ranks or predicts, but it doesn’t write anything new.

What it does
Your email inbox flags the message as a customer inquiry and files it under “Orders”.
Your part
You still read it, check your calendar and write the reply.
Familiar examples
Spam filters, photo search, map routes

GenAI Creates content when asked

Generates new text, images or code from your prompt. It answers once, then waits for you.

What it does
You paste the email into a chat assistant and ask for a friendly reply. It writes a draft in seconds.
Your part
You copy the draft, check Saturday’s orders, fix details and send it.
Familiar examples
Chat assistants, image generators

Agentic AI Works through steps toward a goal

Takes a goal, plans steps, uses tools you’ve connected (like email or a calendar) and keeps going. Good ones check with you first.

What it does
Your helper sees the new email, checks Saturday’s calendar, reads your gluten-free notes and drafts a reply with a price from your price list.
Your part
You review the draft and press send. It never sends on its own.
Familiar examples
Assistants with tools, routines and memory

At a glance

Plain AIGenAIAgentic AI
Main jobSort, label, predictWrite or make thingsCarry out steps toward a goal
Starts whenBuilt into an appYou askYou ask, or on a schedule you set
Uses your toolsNoUsually notYes, the ones you connect
Your roleDo the workEdit and sendSet the job, approve the drafts

Quick self-check

Five questions. Instant feedback.

  1. 1. A tool that sorts your photos by who is in them is…
    Show answer

    Plain AI. It recognizes and labels. It doesn’t create anything new or act on its own.

  2. 2. You ask a chat assistant to write a birthday poem. That’s…
    Show answer

    GenAI. It creates new content on request, then waits for you.

  3. 3. A helper checks your inbox every morning and drafts replies to new inquiries for you to approve. That’s…
    Show answer

    Agentic AI. It works toward a goal on a schedule, using connected tools.

  4. 4. What is the safest first rule for a new agent?
    Show answer

    Drafts only, you approve. Drafts only keeps a human check on everything that goes out.

  5. 5. Do you need to write code to set up a simple helper?
    Show answer

    No. You describe the job in plain English. No code needed.

Next step

See what an agent could do for someone like you.