Navigating the Nuances: Luca Rossi Clarifies CI/CD/CD on LinkedIn

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๐ŸŒ€ Luca Rossi

LinkedIn Author

Author of Refactoring.fm โ€ข I write about making software and working together, to 150K+ engineers

In a recent LinkedIn post, ๐ŸŒ€ Luca Rossi addresses common points of confusion surrounding continuous integration, continuous delivery, and continuous deployment. The software engineering leader shared his insights to ensure clearer understanding among technical teams and management alike.

Defining the Core Concepts

๐ŸŒ€ Luca Rossi began by outlining the fundamental differences between these three critical DevOps practices, emphasizing that a shared understanding is crucial for effective implementation. He provided a concise breakdown:

1) ๐Ÿฅ‰ ๐—–๐—ผ๐—ป๐˜๐—ถ๐—ป๐˜‚๐—ผ๐˜‚๐˜€ ๐—œ๐—ป๐˜๐—ฒ๐—ด๐—ฟ๐—ฎ๐˜๐—ถ๐—ผ๐—ป โ€” pushing new code triggers an automated build & testing process.

2) ๐Ÿฅˆ ๐—–๐—ผ๐—ป๐˜๐—ถ๐—ป๐˜‚๐—ผ๐˜‚๐˜€ ๐——๐—ฒ๐—น๐—ถ๐˜ƒ๐—ฒ๐—ฟ๐˜† โ€” code is always in a deployable state. It still requires manual approval for production releases.

3) ๐Ÿฅ‡ ๐—–๐—ผ๐—ป๐˜๐—ถ๐—ป๐˜‚๐—ผ๐˜‚๐˜€ ๐——๐—ฒ๐—ฝ๐—น๐—ผ๐˜†๐—บ๐—ฒ๐—ป๐˜ โ€” changes that pass tests are automatically deployed to production.

As ๐ŸŒ€ Luca Rossi notes, the progression from integration to delivery to deployment represents an increasing level of automation and speed in the software development lifecycle.

The Power of Continuous Deployment

Delving deeper into continuous deployment, ๐ŸŒ€ Luca Rossi highlighted its role as an extension of continuous delivery. He explained that the key differentiator is the removal of manual approval gates for production releases.

According to ๐ŸŒ€ Luca Rossi, this automation is not merely about speed but about mitigating risks associated with code that might otherwise become outdated or problematic during lengthy pre-production staging periods. He stated:

So, continuous deployment *extends* continuous delivery by removing manual approvals. This enables faster feedback loops and ensures code changes donโ€™t get stale or batched in pre-prod stages like staging, which in turn reduces risk and improves productivity.

This perspective underscores the strategic advantages of embracing continuous deployment, fostering agility and reducing the potential for errors introduced by manual handoffs.

Deployment vs. Release: A Critical Distinction

๐ŸŒ€ Luca Rossi also made a vital distinction between deploying code and releasing it to end-users. This nuance is often overlooked, leading to misunderstandings about the true state of production readiness.

He clarified that code can be deployed to production environments without being immediately visible or active for all users. As ๐ŸŒ€ Luca Rossi pointed out:

Mind you, code being *deployed* doesn’t necessarily mean being *released*. You can deploy code in a disabled state, or do a canary release only to a small subset of users.

This insight is crucial for understanding modern release strategies, such as feature flags and canary releases, which allow for controlled rollouts and easier rollback if issues arise.

The Journey Towards Automation

Concluding his post, ๐ŸŒ€ Luca Rossi framed the adoption of these practices as an ongoing journey rather than an immediate destination. He acknowledged that achieving full continuous deployment can be challenging for many teams.

However, he encouraged a continuous effort towards greater automation. In ๐ŸŒ€ Luca Rossi’s view:

All in all, it’s a journey. Continuous deployment might be hard to achieve for many teams (and it’s ok!), but the more you can trend towards it, the better!

๐ŸŒ€ Luca Rossi’s post serves as a valuable resource for developers and managers seeking to refine their understanding and implementation of CI/CD pipelines, ultimately aiming for more efficient and reliable software delivery.

📝 About This Content

This article is based on insights shared by ๐ŸŒ€ Luca Rossi on LinkedIn.

📅 Originally posted on December 16, 2025 | View original post on LinkedIn โ†’