Testing, Deployment, and Maintenance Resources

Why I Started Using Dependency Injection in Python

Learn how Dependency Injection (DI) in Python helps improve code structure, testing, and flexibility, using real-world examples and the dependency-injector library.

April 28, 2025

by Haymang Ahuja

· 5,620 Views · 1 Like

Building Data Pipelines With Jira API

Automate Jira workflows via API with Python: tickets on pipeline failures, JQL reports, and data sync. Start with failed transfers and expand to dashboards and testing.

April 28, 2025

by Saeed Ashif Ahmed

· 4,816 Views · 1 Like

Mastering Shift-Left: The Ultimate Guide to Input Validation in Jenkins Pipelines

Enhance Jenkins pipelines with shift-left input validation using a shared library—catch configuration errors early, boost reliability, and accelerate development.

April 28, 2025

by Bal Reddy Cherlapally

· 3,268 Views · 1 Like

Contextual AI Integration for Agile Product Teams

This article introduces Contextual AI Integration for agile product teams. Stop treating AI as a team member to “onboard;“ AI is a tool that requires context.

April 28, 2025

by Stefan Wolpers

CORE

· 4,661 Views · 2 Likes

Building Event-Driven Go Applications With Azure Cosmos DB and Azure Functions

Learn how to build serverless Azure Functions with Go, using Cosmos DB triggers and Azure OpenAI for generating embeddings in this step-by-step guide.

April 28, 2025

by Abhishek Gupta

CORE

· 3,210 Views

Clean Up Event Data in Ansible Event-Driven Automation

Clean and normalize event data in Ansible Event-Driven Automation (EDA) with the ansible.eda.dashes_to_underscores filter for smoother, more reliable automation.

April 25, 2025

by Binoj Melath Nalinakshan Nair

CORE

· 6,584 Views · 5 Likes

How to Build the Right Infrastructure for AI in Your Private Cloud

Build scalable infrastructure with GPUs for AI workloads, manage data pipelines efficiently, and ensure security and compliance.

April 25, 2025

by Siva Kiran Nandipati

· 6,257 Views · 2 Likes

Java's Quiet Revolution: Thriving in the Serverless Kubernetes Era

Java evolves for serverless Kubernetes with Quarkus and Loom, tackling microservices and events, with cold start hurdles but a strong future in cloud-native apps.

April 25, 2025

by Alok Tibrewala

· 9,323 Views · 3 Likes

CRDTs Explained: How Conflict-Free Replicated Data Types Work

Explore Conflict-free Replicated Data Types. Data structure designed to ensure that data on different replicas will eventually converge into a consistent state.

April 24, 2025

by Bartłomiej Żyliński

CORE

· 6,501 Views · 2 Likes

Why Testing is a Long-Term Investment for Software Engineers

Testing ensures quality, guarantees behavior, and enables safe refactoring—it's a long-term investment every serious software engineer should make.

April 24, 2025

by Otavio Santana

CORE

· 5,937 Views · 7 Likes

Auto-Instrumentation in Azure Application Insights With AKS

Demo of auto-instrumentation with App Insights on AKS: This article provides a demo of how to enable monitoring on applications without requiring code changes.

April 24, 2025

by Aritra Ghosh

· 4,552 Views

Apache Doris vs Elasticsearch: An In-Depth Comparative Analysis

Apache Doris excels in complex analytics with SQL support and high performance, while Elasticsearch is ideal for full-text search and real-time retrieval.

April 23, 2025

by Michael Hayden

· 5,048 Views · 2 Likes

The Role of AI in Enhancing DevOps Processes

AI’s your DevOps wingman—handles the dull crap, sniffs out issues early, and keeps things humming. Early alerts, slick CI/CD testing, and self-fixing systems, all in one.

April 23, 2025

by Sujai Krishna Vasudavan

· 4,547 Views · 1 Like

A Modern Stack for Building Scalable Systems

Dive into modern stack recommendations for building robust and scalable systems. This stack is agnostic and can be integrated into all programming languages.

April 23, 2025

by Bartłomiej Żyliński

CORE

· 8,976 Views · 2 Likes

Mastering Fluent Bit: Installing and Configuring Fluent Bit Using Container Images (Part 2)

This intro to mastering Fluent Bit covers what Fluent Bit is, why you want to use container images, and how to get it running locally in minutes.

April 22, 2025

by Eric D. Schabell

CORE

· 4,465 Views · 3 Likes

Platform Engineering for Cloud Teams

Platform engineering empowers cloud teams by streamlining infrastructure, automating workflows, and enhancing developer experience to drive efficiency and innovation.

April 21, 2025

by Josephine Eskaline Joyce

CORE

· 7,275 Views · 10 Likes

Securing Your Infrastructure and Services During the Distribution Phase

Scan images, manifests, and sign the artifacts to ensure integrity and trust while distributing and deploying your services.

April 21, 2025

by Siri Varma Vegiraju

CORE

· 7,976 Views · 1 Like

Simplifying Vector Embeddings With Go, Cosmos DB, and OpenAI

Learn how to build a Go web app to generate, store, and query vector embeddings using Azure Cosmos DB and OpenAI, with step-by-step guidance.

April 21, 2025

by Abhishek Gupta

CORE

· 3,917 Views · 2 Likes

Docs That Write Themselves: Scaling With gRPC and Protobuf

Use .proto files as the single source of truth. Generate both documentation and service stubs from them. Move all contracts — including Kafka events — to gRPC.

April 18, 2025

by Ilia Ivankin

· 5,071 Views · 2 Likes

Zero Trust Isn't Just for Networks: Applying Zero-Trust Principles to CI/CD Pipelines

Applied zero trust to CI/CD by removing implicit trust, isolating jobs, using short-lived credentials, and enforcing end-to-end verification.

April 18, 2025

by Yugandhar Suthari

· 5,712 Views · 1 Like

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