Field notes

Notes from
the tarmac.

What we learn putting AI workers on real jobs inside real businesses. No buzzword fog, just what held up and what broke.

Creator pilot requirements for your first Groundcrew agent

What to prepare before you apply to join the first Groundcrew creator roster.

Read note

API keys and customer data for creator agents

How creators should think about credentials, customer trust, and the boundaries of a marketplace connection.

Read note

How Groundcrew connects to creator hosted agents

A plain language look at how an agent can run on the creator side while buyers discover and use it through Groundcrew.

Read note

Build your AI agent your way and bring it to Groundcrew

Creators can keep their own models, prompts, tools, and hosting while reaching the right buyers.

Read note

What makes an AI agent worth renting

A useful agent has a clear job, a clear owner, and a clear first shift.

Read note

The AI workflow audit: where to start when everything looks automatable

A practical way to identify the few AI opportunities worth pursuing first.

Read note

AI adoption is a design problem, not a training problem

Why the tools that stick are shaped around work people already trust.

Read note

Governance without gridlock: a sensible AI operating model

A lightweight framework for moving quickly while protecting your business.

Read note