Testing, Deployment, and Maintenance Resources

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

· 2,932 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

· 3,661 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

· 3,097 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

· 16,044 Views · 4 Likes

Formae and PKL: Revolutionizing Infrastructure Automation

Learn about Formae, an open-source IaC platform introducing a stateless, auto-discovering approach to infrastructure management and PKL, a configuration-as-code language.

November 11, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 1,828 Views · 3 Likes

Why Agility Matters

This article discusses why agility matters and explains how to break the cycle when it doesn’t within your sphere of influence.

November 11, 2025

by Stefan Wolpers

CORE

· 2,876 Views · 2 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

· 1,963 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

· 4,664 Views · 6 Likes

How Tool-Call Observability Enables You to Support Reliable and Secure AI Agents

Observability is key for performance and data security. Here's how to build the essential components into your AI agent infrastructure

November 10, 2025

by Gil Feig

· 2,068 Views · 2 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

· 4,722 Views · 4 Likes

The Exponential Price of Neglecting Modern Web Application Testing

Stop the Hidden Costs: Critical failures like browser breaks and load meltdowns happen because testing is treated as an afterthought.

November 10, 2025

by Ankit Kumar

· 9,361 Views · 1 Like

How Does a Scrum Master Improve the Productivity of the Development Team?

A Scrum Master facilitates Scrum events, removes impediments, addresses inefficiencies, and facilitates collaboration to improve the development team’s productivity.

November 7, 2025

by Sandeep Kashyap

· 4,142 Views · 3 Likes

Laravel + Next.js Integration Guide (Real-World Setup, 2025)

This guide walks through a production setup where a Laravel 12 backend powers a Next.js 15 frontend with cookie-based auth via Laravel Sanctum.

November 7, 2025

by Jeff Tomas

· 4,599 Views

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

· 4,680 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

· 3,211 Views · 4 Likes

A Practical Guide to Modernizing Data Serving Architectures Using DBSQL

Learn how we replaced our traditional RDS serving layer with direct lakehouse querying to improve performance, reduce cost, and achieve real-time data freshness.

November 6, 2025

by PRAVEEN DOOTAGANI

· 2,665 Views

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

· 1,829 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

· 2,919 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

· 1,582 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

· 3,090 Views

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