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The latest News and Information on Continuous Integration and Development, and related technologies.

Integrating AI and DevOps for Software Development Teams

Jan 26, 2024 By CircleCI In CircleCI
For a long time, the domains of Machine Learning and AI on one side, and software development on the other side, were separate kingdoms. Sometimes, they touched, and something magical would happen. But more often, things didn’t really work out. They faced challenges stemming from a lack of mutual understanding, shared language, and compatible tools. With the meteoric rise and increased accessibility of powerful generative AI and LLMs, the need for collaboration to achieve real-world engineering and customer value has never been more vital.
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razorops

What Is Continuous Delivery and How Does It Work?

Jan 25, 2024 By Shyam Mohan In Razorops
Continuous delivery (CD) is an application development practice that involves automatically preparing code changes for release to a production environment. Combined with continuous integration (CI), continuous delivery is a key aspect of modern software development. Together, these two practices are known as CI/CD. Properly implemented CI enables developers to deploy any code change to testing and production environments late in the software development lifecycle (SDLC).
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LLM hallucinations: How to detect and prevent them with CI

Jan 24, 2024 By Michael Webster In CircleCI
An LLM hallucination occurs when a large language model (LLM) generates a response that is either factually incorrect, nonsensical, or disconnected from the input prompt. Hallucinations are a byproduct of the probabilistic nature of language models, which generate responses based on patterns learned from vast datasets rather than factual understanding.
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What is microservices architecture?

Jan 22, 2024 By Jacob Schmitt In CircleCI
Microservices architecture is a method of developing software systems that structures an application as a collection of loosely coupled services, each focusing on a single function or business capability. Each service operates within a discrete, confined context, communicating with other services through well-defined interfaces — typically APIs.
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cloudsmith

Coming Soon: Cloudsmith Migration Toolkit

Jan 19, 2024 By Nick Peacock In Cloudsmith
One of our core motivations in building Cloudsmith is to make software developers' lives easier. We want Cloudsmith to be one of those great products that feels intuitive and automates everything. As we’re picking up more and larger customers, we’re seeing an increased need for migration tools. We want to make it as easy as possible for teams who are stuck using JFrog Artifactory, or Sonatype Nexus, or other legacy tools to move over to the joy of SaaS artifact management using Cloudsmith.
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razorops

Conceptual Pillars Of Kubernetes

Jan 19, 2024 By Shyam Mohan In Razorops
Kubernetes, often abbreviated as K8s, is a powerful container orchestration platform that has revolutionized the way modern applications are developed, deployed, and managed. At its core, Kubernetes relies on several conceptual pillars that form the foundation of its design and functionality. Let’s delve into these fundamental principles that underpin Kubernetes.
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circleci

Test-driven development (TDD) explained

Jan 17, 2024 By Jacob Schmitt In CircleCI
Test-driven development (TDD) is a software development process that involves writing tests for your code before you write the code. This approach has transformed the development methodology around testing. While the traditional waterfall model of software development was linear, with testing occurring near the end of one long timeline, TDD makes testing an ongoing, iterative process.
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