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:2. Add One Provider Key
Open Settings → LLM Setup and add an active OpenAI key. The demo agents usegpt-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
4. Run the Demo
After the demo is active, choose Run Demo from the dashboard banner. CrewForm will create a realteam_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
Troubleshooting
Next Steps
- Pipeline Teams — Understand how fixed multi-agent workflows execute
- Visual Workflow Builder — Edit and observe the workflow on the canvas
- Observability — Add Langfuse or an OTLP backend for traces
- API Reference — Trigger runs from scripts and external systems

