Tag: Cicd
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From CI/CD to culture: Applying DevOps thinking to human systems
Posted on February 7, 2026, Level beginner Resource Length medium
DevOps principles extend beyond code to human systems, fostering transparency, feedback, and continuous improvement in leadership and team culture. By Brett Lee.
Tags devops management cio cicd data-science
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CI/CD pipeline architecture: Complete guide to building robust CI and CD Pipelines
Posted on December 19, 2025, Level advanced Resource Length long
The article details a two-part CI/CD Pipeline Architecture Framework designed to guide teams from basic automation to a mature development platform. The first part, the "Golden Path," is a linear, six-stage workflow that forms the essential, reliable backbone: Code Commit (with branching strategy), Automated Build (ensuring environment parity), Automated Testing (using a test pyramid), Staging Deployment (mirroring production via IaC), Production Deployment (with health checks and rollback), and Monitoring & Feedback (closing the loop with observability). By Kamil Chmielewski.
Tags web-development app-development cicd devops how-to
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Scaling real-time video on AWS
Posted on December 7, 2025, Level intermediate Resource Length medium
Dive into the core protocols powering WebRTC, exploring how SDP, ICE, and DTLS work together to enable secure, real-time communication in production environments. Author works with the engineering team of a global live-streaming platform, and recently, we built a planet-scale WebRTC Selective Forwarding Unit (SFU) on AWS using Kubernetes to keep end-to-end latency below 150 ms (P95 = 140 ms) even across continents. By Oleksii Bondar.
Tags aws devops cicd app-development web-development
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Automating stateful apps with Kubernetes Operators
Posted on December 5, 2025, Level intermediate Resource Length medium
Automating stateful apps with Kubernetes Operators simplifies management of complex workloads by handling critical tasks like scaling, backup and failover automatically. This reduces downtime and human errors that are common in manual deployment processes. By Keval Bhogayata.
Tags kubernetes devops cicd app-development
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Post-deployment tests: Your safety net after the code shipswhy apache flink is not going anywhere
Posted on December 2, 2025, Level beginner Resource Length short
Automating post-deployment testing with GitHub Actions and Playwright provides rapid feedback, automatic rollbacks, and increased production confidence. By Türkçe Yazılar.
Tags devops cicd programming software
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The role of containers in DevOps and CI/CD pipeline
Posted on March 1, 2025, Level beginner Resource Length medium
DevOps and CI/CD are two significant methodologies that have changed software development in modern times. DevOps unites development and operations teams, and software delivery can become rapid and efficient with them. CI/CD, or Continuous Integration and Continuous Delivery, tests and releases software via automation to deliver software updates in a reliable and efficient manner to its users. By apiculus.com.
Tags containers cloud cicd devops
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Ansible tutorial for beginners: Playbook, commands & example
Posted on February 24, 2025, Level beginner Resource Length medium
Ansible is an open-source automation tool that simplifies software provisioning, configuration management, and deployment across Unix-like and Windows systems by using infrastructure as code principles. Its standout features include ease of installation, agentless architecture (utilizing SSH for connections without requiring additional client-side installations), and comprehensive documentation which facilitates its use even among those with minimal system administration skills. Ansible's modularity supports large-scale orchestration efforts, making it ideal for managing complex environments. By David Carter.
Tags ansible learning devops programming cicd containers
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How Kubernetes requests and limits really work
Posted on November 5, 2024, Level intermediate Resource Length medium
Kubernetes is inarguably an elegant, refined, well-designed edifice of open source enterprise software. It is known. Even so, the internal machinations of this mighty platform tool are shrouded in mystery. Friendly abstractions, like "resource requests" for CPU and memory, hide from view a host of interrelated processes — precise and polished scheduling algorithms, clever transformations of friendly abstractions into arcane kernel features, a perhaps unsurprising amount of math — all conjoining to produce the working manifestations of a user's expressed intent. By Reid Vandewiele.
Tags devops agile cicd app-development kubernetes containers
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Agile vs DevOps: Which should you choose and why
Posted on October 14, 2024, Level beginner Resource Length medium
Agile and DevOps Approaches: Agile focuses on iterative development and flexibility, while DevOps emphasizes continuous delivery, automation, and collaboration between development and operations teams. Agile and DevOps are two distinct but complementary approaches to software development, each with unique strengths. This article explores their differences and helps you decide which approach—or combination of both—is best suited to your organization's needs. By Niranjani Manoharan.
Tags devops teams cio agile cicd
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Continuous blue-green deployments With Kubernetes
Posted on January 23, 2024, Level beginner Resource Length long
In this article author would like to get into the gory details and see how we can create a CI/CD pipeline that deploys a Kubernetes application using the blue-green methodology. The gist of blue-green deployments is to have two identical environments, conventionally called blue and green, to do continuous, risk-free updates. This way, users access one while the other receives updates. By Tomas Fernandez.
Tags devops kubernetes containers cicd
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Demystifying Canary release and Blue-Green deployment
Posted on January 22, 2024, Level beginner Resource Length medium
In a rapidly evolving digital transformation landscape, the success of software-based businesses often hinges on their ability to deliver new features seamlessly and efficiently. Two key strategies that have gained significant traction in this context are canary releases and blue-green deployments. This article aims to thoroughly understand these essential software deployment techniques, highlighting their advantages, challenges, and best practices.. By [x]cube LABS.
Tags devops serverless open-source cloud cicd
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Choosing between message queues and event streams
Posted on January 19, 2024, Level beginner Resource Length medium
Implementing an event-driven architecture (EDA) is a road riddled with challenges. Among them is choosing the right tooling for the job. Many event-driven tools seem quite similar, at least at first glance, and you'd expect they could be used equally well for the same purposes. But that's often not the case and choosing the solution best suited to your needs can be tricky. By Tun Shwe.
Tags cicd messaging event-driven queues