Workflow and platform signals

Repository Metrics With Context

Measure the development system, not individual worth. Start with a decision, define the workflow, and connect every chart to an action.

Measurement with purpose

Start with a decision

Define the question, the workflow states, the identifiers connecting systems, and the action a signal should support.

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Flow

Measure time in review, revision, merge queues, builds, and deployment rather than hiding delay inside one average.

✓

Reliability

Track webhook delivery, CI queue time, flaky checks, infrastructure errors, backup freshness, and restoration tests.

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Outcomes

Connect reviewed changes to artifacts, deployments, incidents, and recovery with clear definitions and appropriate context.

Responsible analytics

Improve systems—not rankings

Commit counts, lines changed, comments, and merge volume are activity signals. Use them for diagnosis only when scope, repository type, and workflow context are visible.

Read the analytics guide
question → definition → signal → action → review
  • Percentiles and time-in-state views
  • Published metric definitions
  • Privacy-aware retention and access
  • Links from aggregate to investigation
  • Regular retirement of unused metrics

Operational evidence

Analytics, security, and recovery

A specific repository question?

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