EngineeringScoreBest Practices Medium
Establish a regular release cadence
Deploy frequency is a strong proxy for how healthy a team's delivery process is. Shipping less than roughly once a month means fixes and improvements queue up into larger, riskier batches, and it becomes much harder to isolate which change caused a problem when something does break.
Why it matters
Shipping less than once a month means fixes and improvements pile up, changes get riskier and harder to review, and the team loses the ability to respond quickly to bugs or opportunities.
How to fix
- 1 Adopt a lightweight CI/CD pipeline so deploys require minimal manual effort.
- 2 Aim for small, frequent releases instead of large infrequent ones.
- 3 Track deploy frequency as a team health metric.
Common mistakes
- Batching many changes into a single large release to "reduce risk," which actually increases risk by making each deploy harder to review and roll back.
- Adding CI/CD tooling without simplifying the actual release process (approvals, manual steps) that was slowing deploys down in the first place.
- Measuring deploy frequency without also tracking rollback/incident rate, so a team can hit a frequency target while quietly shipping regressions.
How to verify
- 1 Check the deploy history/changelog and confirm the team is releasing at a healthy cadence (generally more than once a month, ideally much more).
- 2 Confirm the release process is lightweight enough that a small fix can ship without unnecessary manual overhead.
- 3 Track deploy frequency over time as a team health metric to confirm the cadence is holding, not just a one-time improvement.
Related checks
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