Dashboards for Software Development Dashboard

A software development dashboard brings the delivery lifecycle into one view — incidents, testing, security, and release cadence — so the team can manage quality and velocity together. These are the metrics worth tracking on it.

Top 8 software development metrics

• Production incidents— how many incidents reach production and how often, the core reliability signal.
• MTBF and MTTR — mean time between failures and mean time to recover, read together for stability.
• Soak testing— how the system behaves under sustained load over a long period before release.
• Application monitoring— the health, latency, and errors of the running application over time.
• Security vulnerabilities— open security issues by severity, a standing risk measure.
• Static code analysis— automated code-quality findings that surface maintainability risk early.
• Number of deployments — how often changes reach production, a DORA throughput metric.
• Lines of code — a rough activity measure; use it for context, never as a productivity target.