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How to run a small team of AI agents (without being a programmer)

Updated Oct 22, 2026. Every feature and price comes from the provider's own pages or our official plan data.

Forget swarms of 65 agents. A useful AI team for a normal person is one assistant you talk to, a few specialists with clear jobs, some shared notes, a timetable, and one rule: nothing goes out until you approve it. Here's how to build that with the apps you may already pay for.

What a small AI team looks like

Why split jobs up? Each specialist only has to hold its own job in its head, so it stays focused, and the main assistant isn't cluttered with every detail. Anthropic describes the same idea for Claude Code: helpers work in their own context and return just a summary. ⁶

Build it in 6 steps

1. List the jobs that keep coming back. Pick the two that waste the most of your time. Those are your first specialists.
2. Write each specialist a one-page brief: its job, what good work looks like, what it must never do ("never email anyone; draft only"), and where to save its work.
3. Give each one its own space. In Claude, that's a Project with instructions and files; each Project keeps its own memory. ^7,8 In Grok Bot, each Bot has its own role and memory. ⁹
4. Set up shared notes and files. One shared folder or spreadsheet (Google Drive works well) where specialists save results and the chief of staff reads them. Ask each specialist to keep a short "what I learned" notes file. That's the honest version of "self-learning". ¹⁰
5. Add one routine. A morning briefing or a weekly scan. Check its output every time for two weeks before adding another.
6. Put the approval gate in writing. In every brief: "Draft, then ask me. Don't send, post, buy or delete anything."

Tools and prices

Prices are official monthly prices from our plan data: USD and CAD side by side, never converted. "No official CAD price" means the company doesn't publish one.

Assistant platforms: Grok Bot (xAI)

• Several Bots, each with its own role and memory, which can message each other; a persistent cloud computer with a browser, files and a terminal; routines on a schedule; work continues with your laptop closed. ^9,4
• Approval first: approval cards before risky actions, and every email from its own inbox needs your OK. ^11,12
• Price: X Subscription Premium US$30.00/month · CA$41.99 ²³; the US$8 Plus plan doesn't include Grok Bot. ¹³
• More: What Grok Bot can actually do for you.

Claude (Anthropic)

• Projects as specialists: each Project has its own instructions, knowledge files and memory. Chats in a Project don't see each other unless the information is added to the Project. Free gets up to 5 Projects. ^7,8,14
• Scheduled tasks: on all paid plans. Create one with /schedule or from Scheduled › New task. They run remotely even when your computer is asleep, each as its own session, and can use your connectors and skills. ¹
• Background work: Anthropic has merged Cowork into the main Claude app, with sub-agent coordination and memory shared with chat. ¹⁵
• Claude Code subagents (needs a terminal): specialist helpers defined in simple text files, each with its own model and optional memory. Up to 20 run at once by default. ⁶
• Price: Claude Pro US$20.00/month · CA$28.00; Max US$100.00/month · CA$140.00.

Gemini (Google)

• Scheduled actions: daily, weekly or monthly prompts, up to 10 active at once; still rolling out to personal accounts and needs Keep Activity on. ³
• Tasks in Gemini: on Google AI Pro and Ultra, for adults with personal accounts, outside the EEA, UK, Switzerland and Nigeria. Schedules can be time-based, triggered by a Gmail filter, or watch a topic. Google warns they're not ideal for fast-moving or time-critical jobs. ^16,17
• Price: Google AI Pro US$19.99/month · CA$26.99; Ultra US$99.99/month · CA$139.99.

ChatGPT (OpenAI)

• Scheduled tasks, even on Free: Free users can have up to 3 active scheduled tasks, run once or at most once a day. ² Active task limits are 3 on Free and Go, 5 on Plus and 15 on Pro, and paid plans can run tasks as often as hourly. ¹⁸
• Triggered tasks: Plus and Pro can start tasks from a new Gmail message, a Slack message or GitHub activity in ChatGPT Work. Free and Go can't. ²
• Cloud browser in ChatGPT Work: its own browser on a computer in the cloud that reads pages, clicks, fills in forms and works on sites where you sign in, alongside your connected apps. Paid plans only, not Free or Go. ChatGPT agent mode is no longer available. ^19,20
• Price: Free; ChatGPT Go US$8.00/month · no official CAD price; Plus US$20.00/month · no official CAD price; Pro US$200.00/month · no official CAD price.

Full side-by-side table with sources: AI agents compared.

An example setup

What does a real setup look like?

A typical small team looks like this:

• A chief-of-staff bot is the only one you usually talk to. It turns a messy to-do list into a dated plan, sets reminders and passes work to about ten specialist bots.
• Specialists look after a website (checking and updating pages), an online shop (product research and listings), research (scanning for news and price changes) and bookkeeping (a spending spreadsheet).
• Routines handle a morning briefing, weekly scans and reminders.
• Shared notes and files mean specialists don't start from zero each time.
• The rule: nothing goes out (emails, posts, purchases, published pages) until you approve it.

What it isn't: hands-off. The bots make mistakes, hit usage limits and sometimes can't get into a website. Checking their work is part of the job.

Costs and usage-limit warnings

• Agents spend your plan faster than chatting. Every step, helper and scheduled run is more AI work. On Claude, helpers count toward the same usage limits. ^6,21
• Teams multiply it. Anthropic says Claude Code agent teams use about 7 times more tokens than a standard session when teammates work in plan mode. ²²
• Routines re-read everything. A Claude Code scheduled task sends your full context each time it runs. ²²
• Caps exist: ChatGPT Work usage limits, active task limits, Gemini's 10 scheduled actions, Grok Bot's weekly usage pool. ^18,3,13
• Watch the meter: check your usage page every day for the first week after adding a routine.

Safety and approval gates

• Draft, don't send. Make "ask me before sending, posting, buying or deleting" part of every brief, and use the app's approval setting where there is one. ^4,11
• Never paste passwords into a chat. Tools like Grok Bot hand you control for passwords, two-factor codes and payments so you type them yourself. ¹¹
• Give the least access that works. Connect only the apps a specialist needs; a read-only spreadsheet beats full access to your email. ¹¹
• Don't trust what agents read. Web pages and emails can contain misleading text. Check anything important against the original source.
• Check memory. Memory and notes can go stale. Grok Bot's docs say to check the current source for consequential decisions. ⁹

Common questions

5 quick questions, answered

Can I run AI agents without knowing how to code?

Yes. Claude Projects and scheduled tasks, ChatGPT scheduled tasks and ChatGPT Work, Gemini scheduled actions and tasks, and assistant platforms like Grok Bot are all set up by typing plain instructions. Claude Code subagents are the one option in this guide that needs some comfort with a terminal.

How many AI agents should I start with?

One assistant plus one or two specialists. Even for programmers, Anthropic suggests starting with 3 to 5 agent teammates and warns that teams use significantly more tokens. Add a new specialist only when a job keeps coming back and you've checked the first ones work.

Can ChatGPT Free run scheduled tasks?

Yes. OpenAI says Free users can have up to 3 active scheduled tasks, run once or repeating no more than once a day. Paid plans get more active tasks and can run them as often as hourly.

Will an AI agent send emails or buy things without asking?

It shouldn't, and you should set it up so it can't. The tools in this guide either draft for you or ask for approval before sending, buying or deleting. Grok Bot, for example, requires your approval for every email it sends from its own inbox.

How much does a team of AI agents cost?

Usually nothing beyond your existing plan, but agents use your plan's usage much faster than chatting, because every step and every scheduled run is more AI work. Start with one routine and watch your usage page for a week.

The AI agents series

• AI agents, explained for normal people
• Get more out of your Claude plan for less
• What Grok Bot can actually do for you
• AI agents compared: prices and features

Related: AI agents compared · Get the most out of AI · All AI plans and prices

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What free plans really give you, what a paid plan adds, and who needs one.

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Pick the right model and thinking level in 60 seconds.

Tip: subscribe on the website, not in the app

Buying through the iPhone or iPad app often costs more because of Apple's App Store fees. Sign up on the provider's own site (like claude.ai or chatgpt.com) and you can still use the app with the same account. How to switch and what to know · Compare app and website prices.