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CI/CD Isn’t About Speed. It’s About Safety.

Teams chase faster pipelines and end up with fragile systems.

Valentina Jemuović's avatar
Valentina Jemuović
Jan 15, 2026
∙ Paid

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CI/CD is usually sold as a promise of speed.

  • “Deploy faster.”

  • “Release more often.”

  • “Ship ten times a day.”

And yet, most teams I work with deploy more frequently than ever — and still dread it.

Deployments are green, pipelines are automated, dashboards look healthy, but…

  • Slack explodes after releases.

  • People hover over rollback buttons.

  • The customers are complaining.

That’s the paradox.

CI/CD didn’t make teams feel safer…

It made them move faster while staying afraid.

The truth is - the team thought that they were practicing CI/CD, but they actually weren’t. They had a pipeline (they thought that means CI/CD), but didn’t have adequate automated tests, instead relying on Manual QA.

If they we truly practicing CI/CD, they would have both safety & speed.

The Lie We Were Sold

Speed is easy to sell.

Speed has metrics.
Speed has charts.
Speed looks good in talks and blog posts.

So CI/CD got framed as a productivity tool:

“Look how often we deploy.”

But deploying often is not the goal.

Deploying without fear is.

Speed without safety just means you’re reaching failure sooner.

What CI/CD Is Actually Optimizing For

At its core, CI/CD optimizes for risk reduction.

Every practice that matters in CI/CD points to the same outcome:

  • smaller failures

  • earlier feedback

  • faster recovery

  • less human panic

CI/CD is a risk-management system disguised as automation.

When it works, deployments stop being events.
They become background noise.

Not because nothing can go wrong —
but because when something does, you already know how it will go wrong, where, and how to undo it.

The Four Safety Nets of Real CI/CD

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