Testing, Deployment, and Maintenance Resources

Optimizing Prometheus Queries With PromQL

Count worker nodes and track resource changes in Prometheus using PromQL. Explore queries, best practices, and dynamic thresholds for Kubernetes monitoring.

January 20, 2025

by Ganesh Bhat

· 6,857 Views · 4 Likes

Feature Flags in .NET 8 and Azure

This article describes the importance of feature flags and how they change the way we develop applications while reducing the risk of regressions.

January 16, 2025

by Naga Santhosh Reddy Vootukuri

CORE

· 4,254 Views · 3 Likes

You Need to Validate Your Databases

Without proper management, the risk of misconfigured databases increases — just as Heroku experienced. Learn how to steer clear of similar mistakes.

January 16, 2025

by Adam Furmanek

CORE

· 4,325 Views · 5 Likes

Mastering Observability in 10 Minutes Using OpenSearch

Set up observability with OpenSearch and Data Prepper in 10 minutes: ingest logs, visualize data, and monitor systems easily.

January 16, 2025

by Milavkumar Shah

· 7,887 Views · 2 Likes

The Importance of Middleware in Integrating CIS and GIS Systems

Learn how middleware facilitates seamless integration between Customer Information Systems (CIS) and Geographic Information Systems (GIS) in utility management.

January 16, 2025

by jaya krishna tummala

· 4,769 Views · 1 Like

Branches to Backlogs: Implementing Effective Timeframes in Software Development

Optimize development with these proven tips: manage backlogs, merge branches, track epics, and complete tickets efficiently to stay on track and deliver value.

January 15, 2025

by Sudheer Bandaru

· 5,132 Views · 4 Likes

*You* Can Shape Trend Reports: Join DZone's Developer Experience Research + Enter the Prize Drawing!

What do platform engineering, DevOps, developer experience, and developer productivity have in common? Take part in our current research and tell us!

Updated January 15, 2025

by Caitlin Candelmo

· 45,631 Views · 23 Likes

Advanced Bot Mitigation Using Custom Rate-Limiting Techniques

Custom rate limiting reduces bot traffic, cuts costs by 80%, improves stability by 50%, and enhances detection accuracy by 70% without disrupting user experience.

January 15, 2025

by Mikhail Baranov

· 2,868 Views · 2 Likes

Data-First IDP: Driving AI Innovation in Developer Platforms

A Data-First IDP integrates governance, traceability, and quality into workflows, transforming how data is managed, enabling scalable, AI-ready ecosystems.

January 15, 2025

by Paul Gale

· 5,523 Views · 1 Like

A Guide to Microservices Deployment: Elastic Beanstalk vs Manual Setup

Learn how to deploy microservices with Elastic Beanstalk or EC2. Explore the pros, cons, and steps for both approaches to simplify or customize your setup.

January 15, 2025

by Praveen Kumar Thopalle

· 4,663 Views · 1 Like

AWS Nitro Enclaves: Enhancing Security With Isolated Compute Environments

AWS Nitro Enclaves are perfect for processing sensitive information and meeting compliance requirements while maintaining operational efficiency.

January 14, 2025

by Sajith Narayanan

· 12,248 Views · 1 Like

Azure AI and GPT-4: Real-World Applications and Best Practices

This article discusses how developers can take advantage of Azure AI and GPT-4 with real-world applications, actionable insights, and best practices.

January 14, 2025

by Vasanthi Govindaraj

· 2,625 Views · 2 Likes

Optimizing Java Applications for AWS Lambda

Learn how to optimize Java applications for AWS Lambda, tackle cold starts, improve concurrency, and optimize Spring Boot for serverless environments.

January 14, 2025

by Vigneshwaran Manivelmurugan

· 6,251 Views · 2 Likes

OpenTelemetry vs Dynatrace: Key Differences Explained

OpenTelemetry is free and flexible for those wanting control, while Dynatrace is paid and automated, ideal for easy setup and AI-driven insights.

January 13, 2025

by Yuvraj Singh Jadon

· 4,051 Views · 7 Likes

Enterprise RAG in Amazon Bedrock: Introduction to KnowledgeBases

In this post, learn details of Amazon Bedrock KnowledgeBases capability and how to build a serverless RAG pipeline using KnowledgeBases.

January 13, 2025

by Suvoraj Biswas

· 2,479 Views · 1 Like

Buildpacks: An Open-Source Alternative to Chainguard

As the industry's need for secure container images is jumping, an OSS Docker alternative provides a solid foundation to solve that issue.

January 13, 2025

by Sylvain Kalache

· 7,396 Views · 1 Like

API Logic and Workflow Integration

Generative natural language rules allow a simple way to extend an API for the developer experience in connecting transaction systems to a workflow.

January 13, 2025

by Tyler Band

· 4,405 Views · 4 Likes

Streamlining HashiCorp Cloud Platform (HCP) Deployments With Terraform

Use Terraform to automate and manage the HashiCorp Cloud Platform (HCP) for streamlining deployment and reducing operational complexity.

January 13, 2025

by Sai Sandeep Ogety

CORE

· 2,668 Views · 13 Likes

Mastering macOS Client-Server Application Testing: Tools and Key Differences

Effective macOS testing combines manual and automated methods, using VMs, bash scripts, and a structured workflow to ensure compatibility across diverse environments.

January 10, 2025

by Vitali Shchur

· 2,598 Views

Building a Sample Kubernetes Operator on Minikube: A Step-by-Step Guide

Build a Kubernetes Operator on Minikube to manage custom resources, automate tasks, and extend functionality using the Operator SDK.

January 10, 2025

by Sai Sandeep Ogety

CORE

· 4,836 Views · 14 Likes

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