Coding Resources

Building Secure Transaction APIs for Modern Fintech Systems Using GitHub Copilot

Use GitHub Copilot to build secure fintech APIs faster by adding input validation, rate limiting, and safe error handling, without compromising compliance or trust.

July 29, 2025

by Sibasis Padhi

· 2,799 Views · 3 Likes

Why Most IaC Strategies Still Fail (And How to Fix Them)

Infrastructure as Code offers a compelling vision for solving the chaos of cloud ops, but in practice, many organizations remain tangled in complexity.

July 29, 2025

by Ido Neeman

· 2,055 Views

Apache Spark Framework for Clustering Algorithms in Distributed Mode

Apache Spark's framework to train clustering algorithms is not supported by SparkML in distributed mode using customer partitioners and the mapPartition technique.

July 29, 2025

by Arun Kumar Natva

· 1,697 Views · 1 Like

Getting Started With DuckDB in Python: A Fast and Lightweight Analytics Database

DuckDB is an embedded SQL OLAP engine that runs analytical queries on local files and DataFrames in Python, with minimal setup and no external server.

July 28, 2025

by Praveen Kumar Myakala

· 8,800 Views · 56 Likes

AWS vs. Azure vs. GCP: A Comprehensive Guide to Choosing the Right Cloud Provider

The three most well-known cloud providers by highlighting their unique strengths, diverse services, and various pricing plans, enabling you to make informed decisions.

July 28, 2025

by Sairamakrishna BuchiReddy Karri

· 2,378 Views

Building Intelligent Applications Using Generative AI and Azure Database for PostgreSQL

Embed GenAI into PostgreSQL using Azure extensions for semantic search, predictions, and smart applications — directly within your data layer.

July 28, 2025

by Aravind Nuthalapati

CORE

· 11,175 Views · 2 Likes

Docker Model Runner Makes Running Models Simpler

Running models locally has just gotten simpler with Docker Model Runner. In this tutorial, we will talk about what the runner is about and how we can use it.

July 28, 2025

by Siri Varma Vegiraju

CORE

· 3,030 Views · 1 Like

The Open Source Climate Stack: Essential GitHub Repos Powering the Decarbonization Movement

Discover essential GitHub repos powering decarbonization, from data analysis to modeling, and contribute to a sustainable future.

July 25, 2025

by Devin Partida

· 2,453 Views · 1 Like

Configuring Embedded Global Cache for App Connect Enterprise Running in Containers

Step-by-step instructions and important considerations to help you get the new Embedded Global Cache feature in ACE up and running in your containerized platform.

July 25, 2025

by Amar Shah

· 2,880 Views

Smart-Doc: Generating gRPC API Documentation in Java Projects

In Java microservices, gRPC simplifies communication, but API documentation is challenging. Smart-doc efficiently handles gRPC API documentation.

July 25, 2025

by sun yu

· 3,190 Views

Concurrency in Rust: Writing Safe and Efficient Code

Rust's unique ownership model and expressive type system provide safe, efficient concurrency without data races or memory safety concerns.

July 24, 2025

by Sairamakrishna BuchiReddy Karri

· 2,453 Views · 1 Like

Deploying Containers on Azure Container Apps

In this article, we’ll explore Azure Container Apps and walk through example ARM templates to demonstrate how to deploy them within an Azure environment.

July 24, 2025

by Siri Varma Vegiraju

CORE

· 3,117 Views

What Is Availability? Theory, Problems, Tools, and Best Practices

What is availability? Today, I will answer that question, dive into challenges, and share best practices related to availability.

July 24, 2025

by Bartłomiej Żyliński

CORE

· 2,435 Views · 2 Likes

Configuring Model Context Protocol (MCP) With Amazon Q CLI

In this post I share how MCP Servers can help provide better context with Amazon Q CLI, a next generation AI Coding Assistant

July 23, 2025

by Ricardo Sueiras

· 5,211 Views · 1 Like

Undocumented Java 16 Feature: The End-of-File Comment

A Unicode escape (\u001a) in Java 16 acts like an end-of-file comment, silently cutting off compilation—an undocumented quirk with real implications.

July 23, 2025

by Pravin Jain

· 4,620 Views · 8 Likes

Designing Retry-Resilient Fare Pipelines With Idempotent Event Handling

Design retry-safe fare pipelines with idempotent event handling to ensure consistency across failures, retries, and duplications.

July 23, 2025

by Ravi Teja Thutari

CORE

· 3,221 Views · 2 Likes

Automating a Web Form With Playwright MCP and MySQL MCP

Learn how to automate form filling using Playwright MCP and MySQL MCP by fetching real-time data from a database with minimal scripting.

July 23, 2025

by Kailash Pathak

CORE

· 3,329 Views

Implementing ΔE-ITP in Python: Accurate Color Difference Metric for Image Processing

Compare classic image metrics and learn how to implement ΔE-ITP with Python for accurate perceptual color difference analysis in modern HDR workflows.

July 22, 2025

by Srishti Mukherjee

· 2,370 Views · 2 Likes

Implementing Least Privilege in AWS IAM: Principles, Practices, and Automation

Applying least privilege in AWS IAM helps reduce risk, improve compliance, and secure environments by granting only necessary permissions to users and services.

July 22, 2025

by Ishwar Bansal

· 3,935 Views · 2 Likes

How to Create Loki Alerts via PrometheusRule Resource

Enable PrometheusRule alerts for Loki logs with Grafana Alloy — even with Helm. Get unified, declarative alerting for logs and metrics in Kubernetes.

July 22, 2025

by Alexander Sharov

· 3,676 Views · 1 Like

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