DORA & Flow Metrics

Cycle time, lead time, and DORA’s lead time for changes are three different clocks. Here’s the difference, with a worked Jira example.

Lead time for changes is a core DORA metric — commit to production. What it means, what counts as good, and how to measure it in Jira.

DORA metrics — deployment frequency, lead time for changes, change failure rate and recovery time — explained, with how to start measuring them in Jira.

Translate sprint metrics into the say/do ratio, a rolling trend, and a date-and-budget forecast that non-technical government leaders can defend up the chain.

The burndown chart answers a tiny question. In 2026, strategic tech leaders watch throughput vs burndown to understand real delivery capacity in Jira.

DORA metrics still matter in 2026 — but AI and Atlassian Rovo are changing how leaders read delivery data in Jira. Here is what to measure, and what context to add.

Key Takeaways DORA still matters as the standardized language of engineering health, but on its own it explains what happened,...

Key Takeaways Burndown charts measure effort against your plan, but throughput measures value delivered against the market, which is why...

Key Takeaways Cycle time, the elapsed time from when work starts to when it is done, is the CTO’s clearest...

Key Takeaways Real-time dashboards pull live data from Jira, CRM, and financial systems into one view that updates instantly, replacing...