The counter-intuitive result is that deploying more often makes systems more stable, not less. A release containing one change has an obvious culprit when something breaks; a release containing two hundred does not. Frequency also forces the automation — tests, migrations, rollback — that makes each deployment safe.
The pipeline is only as valuable as the tests it runs. A CI system that runs a suite nobody trusts produces the worst outcome: a green check that means nothing, and engineers who learn to ignore failures. Meaningful, fast, deterministic tests are the actual investment; the pipeline is the cheap part.
Codazz builds this in production — CI/CD Pipelines.