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The Latest DevOps and CI/CD Topics

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Code Reviews: Building an AI-Powered GitHub Integration
An AI-powered code review assistant that integrates GitHub, a Flask app, and the qwen2.5-coder model on Ollama to automate code reviews.
May 22, 2025
by Vamshidhar Parupally
· 6,270 Views · 2 Likes
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GitHub Copilot's New AI Coding Agent Saves Developers Time – And Requires Their Oversight
GitHub has launched a powerful AI coding agent in Copilot that writes code, fixes bugs, and opens pull requests.
May 22, 2025
by Aminu Abdullahi
· 5,251 Views · 2 Likes
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Can You Run a MariaDB Cluster on a $150 Kubernetes Lab? I Gave It a Shot
Alejandro Duarte tests a MariaDB Galera cluster on a budget Orange Pi Kubernetes setup, tuning settings for resource limits and confirming successful replication.
May 21, 2025
by Alejandro Duarte DZone Core CORE
· 15,915 Views · 3 Likes
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Driving DevOps With Smart, Scalable Testing
DevOps thrives on fast, reliable releases — and that means better testing. Automation across APIs, code, and E2E flows helps catch bugs early and ship confidently.
May 21, 2025
by Dima Kramskoy
· 3,848 Views
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Next Evolution in Integration: Architecting With Intent Using Model Context Protocol
Model Context Protocol (MCP) introduces a design-first approach to integration, enabling intelligent, context-aware connectivity in distributed systems.
May 20, 2025
by Pradyumna Amasebail Kodgi
· 4,552 Views · 3 Likes
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Building Reliable LLM-Powered Microservices With Kubernetes on AWS
This article explores how to design, build, and deploy reliable, scalable LLM-powered microservices using Kubernetes on AWS, covering best practices for infrastructure.
May 20, 2025
by Rajarshi Tarafdar
· 6,082 Views · 2 Likes
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Tired of Spring Overhead? Try Dropwizard for Your Next Java Microservice
You'll learn how to set up your first Dropwizard project, create a RESTful API, and run it with an embedded Jetty server — all using minimal boilerplate.
May 20, 2025
by Mohit Menghnani DZone Core CORE
· 6,704 Views · 5 Likes
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How Kubernetes Cluster Sizing Affects Performance and Cost Efficiency in Cloud Deployments
Learn how Kubernetes cluster sizing impacts performance and cost efficiency. Learn best practices for optimal resource management and cloud deployment success.
May 20, 2025
by Hitesh Jodhavat
· 6,271 Views · 2 Likes
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How to Ensure Cross-Time Zone Data Integrity and Consistency in Global Data Pipelines
Managing data across time zones requires using UTC for consistency, applying correct time zone conversions, and handling DST transitions carefully.
May 19, 2025
by Srinivas M
· 4,909 Views · 1 Like
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Metrics at a Glance for Production Clusters
Cut through the complexity and spotlight the essential metrics you need on your radar to quickly detect and address issues in production Kubernetes clusters.
May 19, 2025
by Ruturaj Kadikar
· 4,226 Views · 2 Likes
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Infrastructure as Code (IaC) Beyond the Basics
IaC has matured beyond basic scripting to offer scalable, secure cloud ops with reusable modules, testing, policy-as-code, and built-in cost optimization.
May 16, 2025
by Neha Surendranath
· 5,381 Views · 1 Like
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Integrating Google BigQuery With Amazon SageMaker
This guide explains how to connect Google BigQuery to Amazon SageMaker Studio using Data Wrangler for real-time machine learning.
May 15, 2025
by Shamnad Mohamed Shaffi
· 5,483 Views · 1 Like
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Optimizing Integration Workflows With Spark Structured Streaming and Cloud Services
Learn how Spark Structured Streaming and cloud services optimize real-time data integration with scalable, fault-tolerant workflows for modern applications.
May 15, 2025
by Bharath Muddarla
· 7,755 Views · 3 Likes
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Integration Isn’t a Task — It’s an Architectural Discipline
Integration isn’t a quick fix — it’s core architecture. API-first design ensures systems stay flexible, scalable, and reliable.
May 15, 2025
by David Brown DZone Core CORE
· 5,014 Views · 2 Likes
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Vibe Coding With GitHub Copilot: Optimizing API Performance in Fintech Microservices
Can GitHub Copilot optimize fintech APIs? We test its performance, help, vibe coding flow, real-world impact, and limits.
May 15, 2025
by Sibasis Padhi
· 8,282 Views · 8 Likes
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Scaling DevOps With NGINX Caching: Reducing Latency and Backend Load
Are repeated requests killing your backend? NGINX caching can quietly absorb the load, cut latency, and keep your pipelines flowing — no code changes needed. Here's how!
May 13, 2025
by Jyostna Seelam
· 5,855 Views · 3 Likes
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Concourse CI/CD Pipeline: Webhook Triggers
Learn how to set up Concourse CI/CD pipelines, integrate GitHub webhooks, and deploy automation efficiently with step-by-step Docker and YAML examples.
May 13, 2025
by Karthigayan Devan
· 5,482 Views · 3 Likes
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Automating Data Pipelines: Generating PySpark and SQL Jobs With LLMs in Cloudera
Use LLMs in Cloudera to convert natural language into PySpark or SQL, run pipelines with CDE, and manage secure, governed data using Iceberg and SDX.
May 12, 2025
by Anjan Kumar Ayyadapu
· 14,758 Views · 2 Likes
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Immutable Secrets Management: A Zero-Trust Approach to Sensitive Data in Containers
Immutable secrets and Zero-Trust on Amazon Web Services boost container security, delivery, and resilience, aligning with ChaosSecOps for DevOps awards.
May 9, 2025
by Ramesh Krishna Mahimalur
· 6,429 Views · 5 Likes
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Mastering Advanced Traffic Management in Multi-Cloud Kubernetes: Scaling With Multiple Istio Ingress Gateways
Optimize traffic in multi-cloud Kubernetes with multiple Istio Ingress Gateways. Learn how they enhance scalability, security, and control through best practices.
May 8, 2025
by Prabhu Chinnasamy
· 8,440 Views · 52 Likes
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