DevOps and CI/CD Resources

NVIDIA GPU Operator Explained: Simplifying GPU Workloads on Kubernetes

Learn how NVIDIA GPU Operator simplifies GPU management in Kubernetes. Explore features, setup steps, and best practices for AI/ML workloads.

November 18, 2025

by Sagar Parmar

· 3,243 Views · 1 Like

Kubernetes CNI Drivers

Learn how Kubernetes assigns pod IPs using CNI. This guide breaks down how container networking works and walks through building a simple custom CNI plugin.

November 17, 2025

by Ramesh Sinha

· 2,683 Views · 2 Likes

From Agent AI to Agentic AI: Building Self-Healing Kubernetes Clusters That Learn

Evolving from reactive Agent AI to autonomous Agentic AI: a self-healing Kubernetes system that learns from fixes and applies patterns automatically.

November 17, 2025

by Shamsher Khan

CORE

· 3,201 Views · 1 Like

Data Ingestion Using Logstash: PostgreSQL to Elasticsearch

Learn how to use Logstash to ingest, transform, and send data to Elasticsearch, including incremental pipelines, filters, and best practices.

November 14, 2025

by Mangesh Walimbe

· 8,000 Views · 2 Likes

AI SDLC Transformation, Part 1: Where to Start?

Learn how to successfully adopt AI in software delivery by measuring transformation, starting small, and creating AI-ready processes and teams.

November 13, 2025

by Orkhan Gasimov

· 3,620 Views · 3 Likes

When Memory Overflows: Too Many ApplicationContexts in Spring Integration Tests

Spring Boot makes integration testing incredibly convenient: you have the entire application up and running in your test. But sometimes you can see memory usage spikes.

November 13, 2025

by Constantin Kwiatkowski

· 4,321 Views · 7 Likes

How to Simply Manage Releases With Git

A straightforward recipe that helps understand the basic concepts of releasing projects with Git and maintaining the process.

November 13, 2025

by Horatiu Dan

CORE

· 2,346 Views · 9 Likes

DocumentDB Goes Cloud-Native: Introducing the DocumentDB Kubernetes Operator

Deploy, manage, and scale DocumentDB on Kubernetes with the new open-source DocumentDB Operator — cloud-native, PostgreSQL-based, and MongoDB-compatible.

November 13, 2025

by Abhishek Gupta

CORE

· 2,964 Views · 2 Likes

The Terraform State Locking Migration You Need to Know About: Moving Beyond DynamoDB

What's happening: HashiCorp is deprecating DynamoDB-based state locking for Terraform's S3 backend. Native S3 locking is the new standard.

November 12, 2025

by kazeem mohammed

· 3,709 Views · 2 Likes

A Developer's Guide to Mastering Docker Networking Concepts

Learn the basics of creating Docker networks, the default network, and how to use Docker Compose to simplify the process of local development.

November 12, 2025

by Akaash Vishal Hazarika

· 3,129 Views · 5 Likes

GitLab CI/CD for Tenant-Specific ML Governance: Automating Model Registries in Databricks Unity Catalog on AWS

Automate multi-tenant ML governance in Databricks with GitLab CI/CD, ensuring secure, compliant model registration, validation, and deployment.

November 12, 2025

by Ankur Mahida

· 16,098 Views · 4 Likes

Kubernetes Guardrail Extension: Bringing Compliance-as-Code to Your Browser

The Chrome extension validates Kubernetes YAML files directly inside GitHub and GitLab — empowering developers to catch compliance drifts early.

November 11, 2025

by Sajal Nigam

· 1,992 Views · 1 Like

Docker Security: 6 Practical Labs From Audit to AI Protection

Master Docker security with six practical labs that take you from basic configuration audits to advanced AI workload protection

November 10, 2025

by Shamsher Khan

CORE

· 4,734 Views · 6 Likes

GitOps-Backed Agentic Operator for Kubernetes: Safe Auto-Remediation With LLMs and Policy Guardrails

Create an AI-driven Kubernetes Operator that analyzes failures, generates fixes with LLMs, validates them with OPA, and applies changes safely via GitOps.

November 10, 2025

by Sajal Nigam

· 4,812 Views · 4 Likes

A Beginner's Guide to Docker Compose

Learn how to use Docker Compose to manage multi-container setups. Help overcome the need of running multiple docker-run statements to manage applications.

November 6, 2025

by Akaash Vishal Hazarika

· 4,718 Views · 4 Likes

A Beginner's Guide to Essential Commands to Fix Container Setup Issues

The five essential commands that all developers should know in order to develop and build applications in Docker. This will pinpoint the exact reasons for failure.

November 6, 2025

by Akaash Vishal Hazarika

· 3,257 Views · 4 Likes

Bridging the Divide: Tactical Security Approaches for Vendor Integration in Hybrid Architectures

Learn about real-world hybrid security use cases and learn tactical strategies for securely integrating vendor software in cloud and on-prem environments.

November 5, 2025

by Dipankar Saha

· 1,850 Views · 2 Likes

AI Code Generation: The Productivity Paradox in Software Development

AI boosts coding speed short-term, but long-term gains need human oversight, reuse, and focus on code quality beyond cycle time.

November 5, 2025

by Ammar Husain

CORE

· 2,955 Views · 4 Likes

Unified CI/CD Interface: Strategic DevOps Acceleration

The Unified CI/CD Interface streamlines DevOps migrations and workflow by abstracting tool-specific complexities, enabling rapid adaptation with minimal rework.

November 5, 2025

by Amit Kumar Sinha

· 1,608 Views · 1 Like

How to Integrate Playwright With Azure DevOps for Automated UI Testing

Read an overview of how to set up a Playwright Test automation pipeline with Azure DevOps, self-hosted agents, and HTML/JUnit reports.

November 5, 2025

by Ramana Pochampally

· 3,192 Views

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