DevOps and CI/CD Resources

Maximizing Productivity: GitHub Copilot With Custom Instructions in VS Code

Integrate GitHub Copilot in VS Code to provide custom instructions for improving productivity in the software development process.

June 30, 2025

by Udaya Veeramreddygari

· 8,251 Views · 3 Likes

Containerizing AI: Hands-On Guide to Deploying ML Models With Docker and Kubernetes

Containerize your ML model with Docker and deploy it on AWS EKS using Kubernetes in this hands-on guide. Learn to build, serve, and scale your models with ease.

June 27, 2025

by Bhanu Sekhar Guttikonda

CORE

· 4,767 Views · 6 Likes

Advanced Argo Rollouts With Datadog Metrics for Progressive Delivery

The article defines and explores how progressive delivery in Kubernetes environments can be enhanced using Argo Rollouts in combination with Datadog metrics.

June 27, 2025

by Karthik Bojja

· 4,141 Views · 2 Likes

The Missing Layer in AI Pipelines: Why Data Engineers Must Think Like Product Managers

Most AI project failures result from data issues, not model flaws. To succeed, data engineers must adopt a product manager mindset.

June 27, 2025

by Rajanikantarao Vellaturi

· 2,286 Views · 2 Likes

Serverless Machine Learning: Running AI Models Without Managing Infrastructure

The article empowers developers to deploy and serve ML models without needing to manage servers, clusters, or VMs, reducing time-to-market and cognitive overhead.

June 26, 2025

by Bhanu Sekhar Guttikonda

CORE

· 4,850 Views · 5 Likes

Serverless vs Containers: Choosing the Right Architecture for Your Application

Compare serverless vs. container-based architectures for cost, performance, and scalability. Learn key differences and choose the best fit for your app.

June 26, 2025

by Srinivas Chippagiri

CORE

· 18,875 Views · 9 Likes

IBM App Connect Enterprise 13 Installation on Azure Kubernetes Service (AKS)

This article provides a step-by step guide which shows how to install IBM App Connect Enterprise 13 in an Azure Kubernetes Service Cluster.

June 25, 2025

by JEAN PAUL TABJA

· 2,110 Views · 2 Likes

Machine Learning for CI/CD: Predicting Deployment Durations and Improving DevOps Agility

Learn how to build an ML regression model that predicts CI/CD deployment duration using pipeline metadata, code metrics, and infrastructure features.

June 25, 2025

by Elakkiya Daivam

· 2,285 Views · 2 Likes

DevOps at the Edge: Deploying Machine Learning Models on IoT Devices

Deploying ML models on IoT devices using DevOps practices enables scalable, low-latency intelligence at the edge without managing cloud infrastructure.

June 25, 2025

by Bhanu Sekhar Guttikonda

CORE

· 5,280 Views · 4 Likes

Optimizing Data Pipelines in Cloud-Based Systems: Tools and Techniques

Learn how to build and optimize data pipelines in cloud-based systems to process and transfer vast amounts of data effectively.

June 24, 2025

by Anil Jonnalagadda

· 19,361 Views · 8 Likes

Salesforce API Integration Guide

Master Salesforce API integration: key use cases, best APIs (REST/SOAP/Bulk), and expert implementation tips. Boost efficiency across ERP, WhatsApp, and more.

June 24, 2025

by Dorian Sabitov

· 3,344 Views · 2 Likes

Kubernetes Admission Controllers: Your First Line of Defense

Admission Controllers enforce security and compliance in Kubernetes by validating or mutating requests before resources are created.

June 24, 2025

by Kuppusamy Vellamadam Palavesam

· 2,569 Views · 4 Likes

Innovation at Speed: How Cloud-Native Development Accelerates Time-to-Market

Cloud-native development boosts innovation and speeds up delivery with microservices, automation, and scalability. It ensures flexibility and cost efficiency.

June 20, 2025

by Ubaid Pisuwala

· 2,501 Views

Your Kubernetes Survival Kit: Master Observability, Security, and Automation

Master Kubernetes with this guide to observability (Tracestore), security (OPA), automation (Flagger), and custom metrics. Includes Java/Node.js examples.

June 20, 2025

by Prabhu Chinnasamy

· 4,716 Views · 54 Likes

Lessons Learned in Test-Driven Development

Understand when to use TDD, traditional, or hybrid testing methods to improve software quality, streamline development, and align with your project needs.

June 20, 2025

by Arun Vishwanathan

· 3,117 Views · 1 Like

DevOps Backup: Top Reasons for DevOps and Management

DevOps and SaaS tools need a backup and disaster recovery strategy to prevent data loss, meet compliance demands, and avoid costly downtime.

June 20, 2025

by Daria Kulikova

· 2,019 Views · 1 Like

How to Marry MDC With Spring Integration

This article explores the challenges of Mapped Diagnostic Context propagation in Spring integration to ensure the correct context persists across workflows.

June 20, 2025

by Vsevolod Vasilyev

· 4,116 Views · 8 Likes

Integrating OpenAI/GPT Models Into Your Web and Mobile Apps

Integrate OpenAI/GPT into your web and mobile apps to enable smart automation, human-like chat, and dynamic user experiences.

June 19, 2025

by Lilly Gracia

· 3,475 Views

Integrating Selenium With Amazon S3 for Test Artifact Management

Integrate Selenium with Amazon S3 for scalable, secure, and centralized test artifact storage — boosting efficiency, collaboration, and automation workflows.

June 19, 2025

by Sidharth Shukla

· 2,482 Views · 2 Likes

Beyond Automation: How Artificial Intelligence Is Transforming Software Development

AI is more than a tool, it’s a teammate. See how it’s helping developers move faster, tackle tough problems, and focus more on building great software.

June 19, 2025

by SAURABH AGARWAL

· 5,769 Views · 9 Likes

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