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AI-Driven CI/CD · Apr 30, 2026

What we published in April — Semaphore Blog Roundup

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Semaphore CI/CD Weekly · AI-Driven CI/CD

Hello all,

Here’s everything we published on the Semaphore blog this month:

Air-Gapped Deployments: How to Deploy to Servers Without Internet Access
A complete guide to deploying in restricted, no-internet environments — covering artifact bundling, internal package mirroring, manual Docker image transfers, and immutable infrastructure.

How Does CI/CD Differ for Machine Learning Pipelines (MLOps)?
Traditional CI/CD breaks down with ML. This post covers what changes — data versioning, probabilistic testing, automated retraining — with a sample Semaphore pipeline included.

Semaphore + ArgoCD: Complete Guide with Flux and Terraform
Step-by-step walkthrough for building a GitOps-driven Kubernetes delivery pipeline using Semaphore, ArgoCD, Flux, and Terraform.

Introducing .NET Support on Semaphore
First-class .NET support is here, running on Ubuntu 24.04. Includes a demo repo so you can get started right away.

Can ChatGPT Generate a CI/CD YAML Pipeline for Node.js?
We tested it. Here’s what it got right, what it got wrong, and how to get usable output from AI-assisted pipeline generation.

That’s a wrap for April. If any of these topics are relevant to what you’re building, we’d love to hear your feedback.

Happy Building!

Until next month,
The Semaphore Team
https://semaphore.io

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