Coding Resources

Automating Maven Dependency Upgrades Using AI

Build an AI-driven Maven dependency upgrade pipeline that detects outdated libraries, applies safe updates, generates notes, and auto-creates tested PRs.

March 26, 2026

by Sravan Reddy Kathi

· 3,797 Views · 2 Likes

When Kubernetes Says "All Green" But Your System Is Already Failing

Learn about how standard cluster observability misses the failure signals that matter most during real incidents, outages, and postmortems.

March 26, 2026

by Shamsher Khan

CORE

· 3,288 Views

Document Generation API: How to Automate Personalized Document Creation at Scale

Learn how document generation APIs automate PDF and DOCX creation using templates and JSON data, with real-world use cases and a step-by-step Foxit DocGen implementation.

March 26, 2026

by Jakkie Koekemoer

· 3,230 Views · 3 Likes

MCP vs Skills vs Agents With Scripts: Which One Should You Pick?

Learn about when to use MCP, skills, and agents with scripts. How are they different from each other and what are they actually meant to be used for.

March 26, 2026

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 4,087 Views · 2 Likes

Data-Driven API Testing in Java With REST Assured and TestNG: Part 4

Learn how to perform data-driven API automation testing with Rest-Assured using JSON Files and TestNG's @DataProvider annotation.

March 26, 2026

by Faisal Khatri

CORE

· 3,487 Views

Stop Writing Slow Pandas Code: Vectorization and Modern Alternatives Explained

Fix slow Pandas code with vectorized operations, proper indexing, and modern tools like Polars or DuckDB for faster, scalable data pipelines.

March 25, 2026

by Ankush Rastogi

· 4,237 Views · 2 Likes

Beyond “Lift-and-Shift”: How AI and GenAI Are Automating Complex Logic Conversion

Overcome the manual migration wall by using an AI-native stack that combines deterministic parsing and GenAI to automate complex logic conversion.

March 25, 2026

by Rudrendu Paul

· 1,498 Views · 1 Like

AI Agents vs LLMs: Choosing the Right Tool for AI Tasks

Use an LLM for single-step tasks; use an AI agent when the job needs planning + tool/API orchestration across multiple steps.

March 25, 2026

by Faisal Feroz

· 2,675 Views · 2 Likes

Data-Driven API Testing in Java With REST Assured and TestNG: Part 3

Learn how to perform data-driven API automation testing with Rest-Assured using CSV Files and TestNG's @DataProvider annotation.

March 25, 2026

by Faisal Khatri

CORE

· 3,314 Views · 1 Like

Mastering Serverless Architecture: Event-Driven Design with Azure Functions and Cosmos DB

A comprehensive guide to building serverless event-driven systems using Azure Functions and Cosmos DB, featuring real-world patterns.

March 25, 2026

by Jubin Abhishek Soni

CORE

· 1,690 Views

Swift: Master of Decoding Messy JSON

Learn how to decode messy flat JSON in Swift using dynamic CodingKeys, clean models, and custom Decodable logic for scalable, production-ready apps.

March 25, 2026

by Pavel Andreev

· 1,055 Views

Robust Network Layer in Swift via Clean Architecture Approach

In this article, learn how to build a highly testable and robust network layer in Swift using a Clean Architecture approach.

March 24, 2026

by Pavel Andreev

· 1,286 Views · 2 Likes

Data-Driven API Testing in Java With REST Assured and TestNG: Part 2

Learn how to perform data-driven API automation testing with REST Assured using Iterator and TestNG's @DataProvider annotation.

March 24, 2026

by Faisal Khatri

CORE

· 1,676 Views · 2 Likes

MariaDB Doesn't Depend on MySQL

Discussions continue regarding MySQL's future at Oracle, the role of MariaDB in the market, and the reality of their growing divergence in the Open Source industry.

March 24, 2026

by Alejandro Duarte

CORE

· 2,070 Views · 2 Likes

The Phantom Write Problem: Why Your Idempotency Implementation Is Silently Losing Data

A practical explanation of why idempotent APIs still produce phantom writes in production, and a race-free, transactional pattern to prevent them.

March 24, 2026

by Saumya Tyagi

· 3,316 Views · 2 Likes

Imprisoning the Panic

Following the Cloudflare downtime in November 2025, the article compares how different programming languages handle unexpected errors and process termination.

March 24, 2026

by Eduard Dykman

· 1,137 Views

Why Supply Chain Planning Still Breaks Even with Advanced Forecasting Tools

Supply chain planning fails because tools cannot compensate for poor data quality, execution gaps, and misaligned decision-making structures.

March 23, 2026

by Harpalsinh Vala

· 1,242 Views

From 13,000 to 20,000+ Endpoints: Architecting Forensics for the Remote Workforce

Scale enterprise forensics by abandoning full-disk images in favor of automated, surgical artifact collection via EDR and cloud storage.

March 23, 2026

by Rahul Karne

· 9,805 Views

Shrink a Bloated Git Repository and Optimize Pack Files

This article walks you through why Git repos grow, how to find and remove hidden large files, and how to optimize pack files to get your repo back into shape.

March 23, 2026

by Shivi Kashyap

· 2,173 Views

Getting Started With Qwen Code for Coding Tasks

In this article, learn about Qwen Code, a terminal-based AI coding assistant optimized for Qwen3-Coder. Learn setup, commands, testing, and workflow tips.

March 23, 2026

by Gunter Rotsaert

CORE

· 1,513 Views

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