Onboard AI like a new hire

Garden · not yet reviewed Emerging: new and still settling Widely discussed since 2025-07

Setting up an AI assistant or agent the way you'd bring on a new colleague: a role and ways of working, background on the organisation, its own limited accounts, and more access only as it proves reliable. Described by Tal Raviv for copilots and by Claire Vo for personal agents.

Also called: hire and onboard your AI · AI copilot setup · give the agent its own accounts · earned access · AI employee

Connections

Understand first

Ideas this one builds on.

• Custom instructions (garden)
• Projects and knowledge (garden)

Related

Often used together or easily confused.

• Delegating to AI (garden)
• Custom assistants (garden)
• Privacy and data (garden)
• Agents (garden)

Blueprints that practise it

• Hire and onboard an AI copilot for one piece of work (garden)

Resources that teach it

• OpenClaw: The complete guide to building, training, and living with your personal AI agent (garden)
• Tradclaw: a household starter kit for OpenClaw (garden)
• Securing an Always-on AI Employee (garden)
• Build your personal AI copilot (garden)
• How to build your PM second brain with ChatGPT (garden)

Competency

• Describe the task
• Steer
• Use responsibly

Find onboard ai like a new hire on the commons map ↗

You may know it from

• human resources a probation period A new hire gets a laptop and a few systems on day one, and wider access once their manager has seen their work.

In plain words

Onboarding is about the assistant you’ll work with for months, not one task. Two writers arrived at this picture separately. In July 2025, Tal Raviv laid out his setup for a work copilot on Lenny’s Newsletter in steps he calls “hire” and “onboard”: write how it should work with you, including when to push back, then give it background on your role, team and goals. In 2026, Claire Vo described giving each of her OpenClaw agents its own email address and calendar, as she would a new employee, and widening access only after watching how they behaved.

The new-hire picture also settles two questions people get stuck on. For what it should know, think of what a new colleague would need in their first week. For what it may touch, give it only what the job needs, under its own name, so you can see and undo what it did.

Example

An events manager’s new assistant can read the venue inbox and draft replies, which she sends herself. After a month with no bad drafts, she lets it answer routine questions about dates and prices.

How it connects

• Uses custom instructions and projects for the role and the background.
• Own, limited accounts are a privacy and data decision.
• Each task you give it afterwards is an act of delegating to AI.

Try it

Write a one-paragraph “first week” note for an AI assistant: its role, three things it must know about your work, and one thing it may not do yet.

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Read this card as plain Markdown: /concepts/con-onboard-ai-like-a-new-hire.md. Know a parallel from your own field, or a product that implements this? Add it.