Toolbelt · the AI operations platform

Build with any AI you like.Toolbelt is where it runs for real.

An assistant on Toolbelt is a small running system: connections, saved code, schedules, a database and a hosted page, inside a space of its own. Click any part. Pick a job and press play to watch a request move through it.

Job

ReadyPick a job, then press Play. Or click any box to see what it does.

Day two · the part after the demo

Building one got easy.Running a dozen is the job.

You've seen what happens when AI-built apps pile up: each one a snowflake, each one on somebody's laptop. These are the questions that show up the week after launch, and what Toolbelt does about each.

Where we're taking it

The infrastructure layer under the AI people already use.

Competing to build the best agent is a crowded race. We'd rather sit underneath Claude, ChatGPT, Cursor and whatever comes next, and add the visibility, control, cost discipline and new capabilities that none of them carry across clients. Today's session is a test of exactly that: your client, our layer.

The build · an assistant called Next Move

A decision systemfor picking the next role.

You're talking to everyone from small startups to big established companies. Next Move keeps track of every option, scores each one against what you actually care about, preps you before each call, and watches for new openings while you're busy. Below is a working sample of the board it would build.

Decision board

Sample data

Move a slider and the ranking re-scores. Option names are generic examples. The real board reads your table, holds your weights, and lives on a page Toolbelt hosts.

What we'd build, piece by piece

Connect · bring your own client

Keep the AI you use.Plug Toolbelt in under it.

Every assistant on Toolbelt has its own MCP address. Yours is filled in below. Add it to the client you already like and that client can build and run against the assistant, with the assistant's instructions and permissions enforced on every call.

Assistant address

API key The key never leaves this tab. It isn’t saved anywhere.

Then paste this

First prompt for the build

It builds one piece at a time and shows each before moving on, so you can steer. Everything it makes lands in your org on Toolbelt, not on your laptop.

Today · Thursday, November 5

Ideas, then a quick build.Your hands on the keyboard.

The org is already set up for you. Here's the order we'd go in. Skip anything that isn't useful.

The ask

Tell us what scares you.

You've built and run infrastructure at a scale we're aiming for. When something here looks fragile, overbuilt or off, say so. That's the most useful thing you can give us today.