Developer Onboarding Metrics That Matter

You can’t improve what you don’t measure. Quantifying onboarding helps teams identify where new engineers lose time and how automation helps.

Time-to-First-PR

Measures how long it takes for a new engineer to deliver their first pull request. FYTIN tracks and visualizes this automatically through GitHub ingestion.

Setup Success Rate

Tracks how many onboarding environments pass validation on the first try. FYTIN’s reports flag dependency or permission errors instantly.

Blocker Recovery Time

How fast are setup issues resolved? With FYTIN, logs and standardized agents make debugging frictionless, reducing escalation time.

Putting It All Together

Tracking these metrics helps teams quantify FYTIN’s ROI and continuously refine their onboarding workflows.