Teams that use CI/CD pipelines are 3.5 times more likely to deploy code daily (Atlassian 2021).

Teams that use CI/CD pipelines are 3.5 times more likely to deploy code daily (Atlassian 2021).

The pattern works because every commit triggers a scripted sequence: the build.sh file compiles, run_tests verifies correctness, and deploy.sh pushes artifacts to staging. Feedback arrives within minutes, not days, so developers can correct failures immediately and keep the flow moving.

A midsize fintech used Jenkins to automate this sequence. They stored the pipeline as a single Jenkinsfile that called ./deploy.sh after a successful ./run_tests. The result was a 70 % reduction in release cycle time and a 40 % drop in production bugs, proving the math behind the claim.

Founders can start today by adding a GitHub Actions workflow that runs run_tests on every push and automatically merges only when all tests pass. The first step is to create a ci.yml file in the repo root. Once in place, the team will see the 3.5 times more likely to deploy code daily.