💬 ชาวเน็ตแห่แชร์: tag/ci cd

Level UI • 18 hours • in Articles • 9 min read

An MCP server is not a new API. It is a thin layer over the one you already have

Somewhere in the last year, "do we need an MCP server?" joined the list of questions that arrive in a brief before anyone has said what the thing is for. It is usually framed as MCP vs API, as though the Model Context Protocol were a newer kind of AP...

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raylabs • Oct 17 • in Articles • 5 min read

Fix Gradle Dependency Verification Failures

A Gradle dependency verification failure occurs immediately after upgrading a plugin, adding a module, bumping a library, or enabling a benchmark configuration. Quick solution: Run ./gradlew --write-verification-metadata sha256 to update your allow...

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raylabs • Oct 15 • in Articles • 3 min read

Gating Cloudflare Worker Deployments With CI

Automated build systems often deploy code immediately on merge without waiting for external quality gates to finish. Quick solution: Configure GitHub branch protection rules to require your test and lint status checks before merging, and ensure you...

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raylabs • Oct 10 • in Articles • 2 min read

Fix pnpm Migration Phantom Dependency Errors

Migrating a Node.js project from package managers that use hoisted nodemoduleshttps://raylabs.app/articles/optimizing-node-modules-templates-for-faster-deployments/ structures to strict content-addressable package managers often exposes hidden import...

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AIAppsAPI • Aug 18 • in Articles • 3 min read

Adding Visual Regression Tests To A Playwright Suite

Most of us here already have a Playwright or Cypress suite running green in CI. This post is about the layer that suite does not cover, and how to bolt it on without drowning the team in false diffs. Functional assertions confirm that an element exi...

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Alex • Jul 19 • in Articles • 9 min read

Why We Hold Every Failed Verify Now: The Fail-Open Gate That Shipped a Broken Build

Originally published at vibeagentmaking.comhttps://vibeagentmaking.com/blog/why-we-hold-every-failed-verify/. A green checkmark that meant "I did not look" shipped a broken build. The fix was not more tests but a verdict contract: a failed verify HO...

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czetsuya • Apr 27 • in Articles • 2 min read

Stop Rewriting CI/CD: Reusable GitHub Actions for Maven Projects

Stop Rewriting CI/CD Pipelines for Every Maven Project If you’ve worked on multiple Java projects, you’ve probably run into this: Every repository has its own version of a CI/CD pipeline. Slightly different YAML. Slightly different setup steps....

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Posted in DevOps group

Steve Fentonverified • Mar 9 • in Articles • 5 min read

The DORA 4 key metrics become 5

DORA has been researching software delivery for over a decade, but most people are familiar with their work through their famous four key metrics. This post will help you understand how the metrics have changed and why. I also want to encourage more ...

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Tom Smithverified • 15 hours • in Articles • 9 min read

Developer Weekly Briefing — October 30, 2026

Security dominated this week, but not in the usual way. Two active campaigns turned GitHub configuration files into attack surfaces. Researchers demonstrated that the built-in browsers inside AI coding tools can read your SSH keys. And at Oracle AI ...

6 Reactions 3 Comments

aragossa • Dec 21, 2025 • in Articles • 3 min read

Announcing Chaos Proxy API: Automate Network Chaos in CI/CD

Moving Beyond "Localhost" Testing Until now, Debuggo has been a fantastic tool for manual testing. You spin up a proxy, connect your phone, and verify how your app handles a 503 error or high latency. It works great for ad-hoc debugging. But manual...

2 Reactions 2 Comments

Posted in open-fintech-builders group

Pocket Portfolio • Dec 9, 2025 • in Articles • 5 min read

CI/CD That Ships Itself: Our GitHub Actions Blueprint

CI/CD That Ships Itself: Our GitHub Actions Blueprint Pocket Portfolio — 12 Weeks of Shipping Fast releases are only useful if they are consistent and safe. This post breaks down Pocket Portfolio’s CI/CD pipeline on GitHub Actions: how we lint,...

7 Reactions 4 Comments

Hanzla Baig Dev • Nov 7, 2025 • in Articles • 2 min read

BUILD YOUR INCOME WHILE YOU SLEEP — WITHOUT CREATING ANY PRODUCT YOURSELF

Let’s be real for a moment: Most people in business aren’t failing because they lack talent… They’re failing because they’re trying to do everything themselves. Design the product. Write the content. Do the marketing. Handle customers. Run the ad...

2 Reactions 1 Comments

Posted in DevOps group

Waffeu Rayn • Nov 1, 2025 • in Articles • 2 min read

CI/CD Security Mistake: Are You Giving Your Build Container Root Access to Your Server?

The Dangerous Truth About Running Docker Inside Docker DinD vs. DooD A robust Continuous Integration/Continuous Delivery CI/CD pipeline often requires building, testing, or pushing new container images. To do this from within your Jenkins, GitLab, ...

9 Reactions 1 Comments

Imthadh Ahamed • Oct 14, 2025 • in Articles • 3 min read

From Code Push to Docker Hub: CI/CD with GitHub Actions

Imagine you’re running a bakery. Every morning, you bring fresh ingredients your new code. But instead of kneading, baking, packaging, and delivering each loaf by hand, you want a conveyor belt that handles everything the moment the ingredients arriv...

5 Reactions 2 Comments

Posted in Open Source group

Ayush Thakur • Oct 2, 2025 • in Articles • 4 min read

Automate your open-source project's builds & deployments with CI/CD using GitHub Actions!

Building CI/CD Pipelines Without Losing Your Mind Beginner Level Hey everyone! As members of the open-source community, we're all passionate about building awesome things – from libraries that power the internet to tools that make developers’ liv...

10 Reactions 1 Comments

Derrick Ryan • Sep 5, 2025 • in Articles • 6 min read

Oracle Data Toolset and CI/CD for APEX and Database Developers: A Complete Guide

Modern Oracle development requires a comprehensive approach to data management and deployment automation. This guide explores Oracle's powerful data toolset and demonstrates how to implement effective CI/CD pipelines for Oracle APEX and database appl...

6 Reactions 1 Comments

Nicolás Cano • Aug 13, 2025 • in Articles • 2 min read

From Local Scripts to Global-Ready Backend: CI/CD, Testing & Coverage in SparkTrace

Over the past few weeks, I’ve transformed my backend project SparkTrace into a reproducible, test-driven, and CI/CD-integrated system—ready for international technical interviews and scalable deployments. Here’s a breakdown of the key milestones: M...

7 Reactions 1 Comments

bugnificentverified • Apr 1, 2025 • in Articles • 3 min read

Shift Left Security: DAST with Dastardly in CI/CD

In today’s DevOps-driven world, speed and security often clash. CI/CD pipelines accelerate delivery, but vulnerabilities can slip through if security isn’t automated. Enter Dastardly, a free Dynamic Application Security Testing DAST tool by PortSwigg...

2 Reactions 3 Comments

Ahamed Kabeer Choudary • Feb 3, 2025 • in Articles • 3 min read

Ansible in Automation, Configuration management and Devops

What is Ansible? In the fast-paced world of software development, automation and efficient workflows are key to success. Enter Ansible, an open-source tool that has transformed the way we approach automation, configuration management, continuous de...

14 Reactions 3 Comments

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