Get agents from install to activation.
Run coding agents through your quickstart, see where they slow down, and smooth the path to a working integration.
QuickstartCodex
- ✓Install the CLI100%
- ✓Log in96%
- –Create a project44%
- ✕Deploy41%
Biggest drop-off
The quickstart never links to project setup
52% of sessions stop here
Real onboarding tasks
Run the tasks your users’ agents attempt, with the repository commit, harness, model, skills, and tools you choose.
Every step on the record
Inspect transcripts, tool calls, research activity, and code changes for each session.
Issues ranked by impact
An LLM judge grades the work against your criteria and groups friction into issues ranked by impact.