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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

Densify

Densify and Nutanix Partner to Deliver AI-Driven, Fully Automated Kubernetes Optimization

May 1, 2025 By Densify In Densify
We’re thrilled to announce our partnership with Nutanix, integrating Densify’s AI-powered Kubernetes optimization solution, Kubex, with the Nutanix Kubernetes Platform (NKP). This collaboration brings together two leading technologies to radically improve how enterprise Kubernetes environments are managed—through AI-driven insights and end-to-end automation of resource optimization.
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circleci

Streamline your LangChain deployments with Langserve on GCP

May 1, 2025 By Armstrong Asenavi In CircleCI
Deploying Large Language Model (LLM) applications can transform ideas into valuable services. But, deployment challenges can slow down even experienced developers. In this tutorial, you will build and deploy a LangChain application using LangServe and CircleCI on Google Cloud Run. You will create a text summarization tool powered by Google’s Gemini model. You will use Langserve to expose it as an API. You will automate testing and deployment to Google Cloud Run using CircleCI.
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circleci

Use AI to resolve CI test failures with zero guesswork

May 1, 2025 By Enosh Anwar In CircleCI
Test failures are inevitable. A broken condition, a missed edge case, or a last-minute refactor can trip up even the most careful changes. That’s part of shipping software. What shouldn’t be part of the job is spending half your afternoon parsing logs and chasing down the root cause. Now, there’s a faster way. This guide shows how to use the CircleCI MCP server to identify, understand, and resolve failing tests in a CI/CD build without ever leaving your editor.
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REST v. GraphQL v. gRPC #speedscale #developers #softwaredevelopment #shorts #softwaretesting #api

May 1, 2025 By Speedscale In Speedscale
When it comes to building APIs and enabling communication between different software components, three prominent architectural styles and frameworks often come up: REST, GraphQL, and gRPC. Each has its own approach, strengths, and weaknesses, making them suitable for different use cases.
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squared up

Azure DevOps agent pools: diving deeper

May 1, 2025 By John Hayes In Squared Up
Most of the time the build and deployment pipelines we create will run on compute provided by the Azure DevOps cloud and the only decision we need to make is whether to select a Windows or Linux Agent. Sometimes though, the specification for the VM that Azure DevOps spins up may not be right for our needs. We may need more memory or a particular OS version. This is when custom agents and Agent Pools come into play.
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bunnyshell

5 Ways Bunnyshell Ephemeral Environments help you ship and deploy faster in the age of Gen Code AI

Apr 30, 2025 By Alin Dobra In Bunnyshell
The way we build software is evolving. Fast. AI-powered development tools like Cursor are transforming how developers write code, solve problems, and iterate on ideas. But as the pace accelerates, so do the challenges. Local machines can't keep up. Testing AI-generated code is time-consuming. Sharing work involves unnecessary friction. And moving from dev to production often means slowing down just when you want to speed up. Ephemeral environments are becoming essential infrastructure for modern development-and Bunnyshell helps teams keep pace without compromise.
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circleci

Data governance frameworks for distributed microservices applications

Apr 30, 2025 By Jacob Schmitt In CircleCI
Implementing robust data governance in microservices architectures presents unique challenges and opportunities. As organizations decompose monolithic applications into distributed services, traditional centralized data management approaches no longer suffice. Each microservice may manage its own data store, creating potential inconsistencies, compliance risks, and security challenges.
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circleci

Microservices versus monoliths

Apr 30, 2025 By Jacob Schmitt In CircleCI
Monolithic and microservices architectures represent two fundamentally different approaches to software design. By understanding the benefits and drawbacks of each architectural style, developers can make informed decisions about which approach best fits their application needs. While monolithic architecture bundles all application functionality into a single deployable unit, microservices architecture breaks the application into smaller, independently deployable services.
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tidal

Modern Cloud IPAM: Save Up to 80% with LightMesh

Apr 30, 2025 By Amber Weaver In Tidal
Cloud adoption is at an all-time high but unified network views haven’t kept up. With 98% of organizations using cloud infrastructure and 95% supporting remote workers, what once lived in a controlled environment is now scattered across public clouds, hybrid setups, personal devices, and remote endpoints. The result? A visibility crisis and it’s hitting IP address management (IPAM) hard.
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