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Run Your First Agent System

This is the fastest way to see CrewForm work end-to-end. You will set up one provider key, activate the prebuilt Research Brief Pipeline, run a real team workflow, and inspect the output.
The demo uses the normal CrewForm execution path. It creates real agents, a real pipeline team, and a real team run that is picked up by the task runner.

What You Will Run

The golden-path demo creates a 3-step pipeline: Default prompt:

1. Start CrewForm

Use the hosted app:
Or run locally:
The task runner must also be running for real execution:

2. Add One Provider Key

Open Settings → LLM Setup and add an active OpenAI key. The demo agents use gpt-4o-mini by default so the run is fast and low-cost. You can change the models later from the agent configuration pages.

3. Activate the Demo Workspace

Return to Dashboard and choose Activate Demo Workspace. CrewForm will create:
  • 5 demo agents
  • 1 Research Brief Pipeline team
  • Team membership and pipeline step wiring
The demo data is removable from the dashboard banner at any time.

4. Run the Demo

After the demo is active, choose Run Demo from the dashboard banner. CrewForm will create a real team_run and open the run detail page. You should see:
  • Current pipeline step
  • Agent handoffs
  • Running/completed status
  • Final markdown output
  • Token and cost totals when the run completes

5. Inspect the Result

When the run finishes, review:
  • The final executive brief
  • Step-by-step messages
  • Token usage and estimated cost
  • Any error or retry details if a step failed
From there, open the team page to customize the prompt, agents, model, tools, or pipeline steps.

Troubleshooting

Next Steps