CI/CD at Scale: How We Ship Confidently
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Engineering 6 min readMarch 28, 2025

CI/CD at Scale: How We Ship Confidently

MK

Manish Kumar

Founding Engineer

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A look at our automated pipeline, testing strategies, and the cultural shift required to ship fearlessly.

01.Shipping Fast Without Breaking Things

At UpTye, we deploy code to production regularly across our services. Here's how we built the pipeline and culture that makes high-velocity shipping possible.

02.The Pipeline

We use GitHub Actions for CI. Every pull request triggers linting, type checking, unit tests, and integration tests. On merge to main, we automatically build and push Docker images, then deploy to staging.

03.Culture Over Tooling

You can have the best CI/CD pipeline, but if your team is afraid to deploy, you've failed. We've built a blameless post-mortem culture where developers own their code from laptop to production.

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