Install an MCP server from the quickstart
Backend engineersNode · first-time setup
Start with the published docs on your usual machine. Show us where you pause, what you try, and whether you reach a working first call.
Book this runYour agent works here. Will it work out there?
Sample field jobs from --real-practitioner-machines
Run one skill inside an existing agent setup
Platform engineersWindows & Linux hosts
Use a supplied test project alongside the tools you already have installed. Capture conflicts, wrong tool calls, or silent changes in behavior.
Book this runFinish a realistic task with two tools
Staff engineersDaily agent users
Try the same defined task with each tool. Record where you switch approaches, finish by hand, or decide which you would use again.
Book this runWork a normal day and mark where you drop the agent
Product engineersAgent-assisted teams
Keep your usual workflow. Flag every point where you abandon an agent run and finish by hand, and say what made you switch.
Book this runFollow the README without asking anyone
Senior developersNew to your tool
No support channel, no search. Work only from what is written, and mark every sentence you had to read twice to act on.
Book this runRe-run last quarter's task on this quarter's model
ML engineersModel upgrade cycles
The same brief, the same machine, a newer model. Record what changed in the result, and whether the change was an improvement.
Book this runIllustrative briefs only; these are not currently open participant listings.