Coding Resources

10 Go Best Practices Every Backend Developer Should Know

This article covers battle-tested Go best practices covering tooling, code organization, error handling for cleaner, production-ready code.

February 18, 2026

by Akshay Pratinav

· 2,460 Views · 1 Like

Testing Legacy JSP Code

In this article, learn how to test JSP with the least effort while getting the most out of the automated tests, and keep focus on what matters.

February 18, 2026

by Zoltán Csorba

· 1,919 Views

Why “At-Least-Once” Is a Lie: Lessons from Java Event Systems at Global Scale

At-least-once delivery keeps data flowing, but retries can duplicate effects, corrupting timelines. Reliability comes from replay-safe consumers and controlled effects.

February 18, 2026

by Krishna Kandi

· 3,330 Views · 2 Likes

When Kubernetes Forgets: The 90-Second Evidence Gap

Kubernetes heals too fast, losing diagnostic context. Engineers reconstruct incidents manually. Time-bounded queries, correlation, and intent tracking preserve evidence.

February 18, 2026

by Shamsher Khan

CORE

· 2,552 Views · 2 Likes

Beyond Ingestion: Teaching Your NiFi Flows to Think

Stop just moving data with NiFi — make it smarter. Here's how to embed an AI model right into your flow using a Java Custom Processor.

February 17, 2026

by Madhusudhan Dasari

· 1,810 Views · 1 Like

Responding to HTTP Session Expiration on the Frontend via WebSockets

Presents a slightly different use of WebSockets — an action is taken at the front-end level when the HTTP session expires, and the back-end signals it.

February 17, 2026

by Horatiu Dan

CORE

· 1,859 Views · 4 Likes

My Learning About Password Hashing After Moving Beyond Bcrypt

I started with bcrypt because it was easy and widely recommended, but I moved to Argon2 once I understood how modern attacks work.

February 16, 2026

by Dhiraj Ray

· 2,299 Views

Automatic Data Correlation: Why Modern Observability Tools Fail and Cost Engineers Time

Your observability stack is complete. So why does debugging still take hours, sifting through data across eight different tools?

February 16, 2026

by Thomas Johnson

CORE

· 1,510 Views · 1 Like

Breaking the Vendor Lock in Network Automation: A Pure Python Architecture

Server automation is largely solved, but networks remain manual due to multi-vendor complexity. Here’s a Python-based solution to automate network operations.

February 16, 2026

by Dippu Kumar Singh

· 1,592 Views

Stop Fine-Tuning for Everything: A Decision Tree for RAG vs Tuning vs Tools

Fine-tuning isn’t the first fix; use RAG for knowledge, tools for control, and fine-tune only after you know the real failure.

February 16, 2026

by Sai Teja Erukude

· 3,511 Views

Building Intelligent Agents With MCP and LangGraph

MCP is a universal protocol that lets AI agents discover and use tools from any source without custom integration code like USB-C for AI connectivity.

February 16, 2026

by Narendra Lakshmana gowda

· 2,744 Views

The Death of the CSS Selector: Architecting Resilient, AI-Powered Web Scrapers

Traditional scraping is brittle. Learn to architect self-healing, AI-powered data pipelines using Playwright, AWS Bedrock, and Pydantic for semantic extraction.

February 16, 2026

by Iyanuoluwa Ajao

· 1,832 Views · 1 Like

A Guide to Parallax and Scroll-Based Animations

Step-by-step instructions for creating a parallax background effect with CSS only. Accessibility fallback and JS alternatives.

February 13, 2026

by Hanna Labushkina

· 2,863 Views · 1 Like

How to Build an MCP Server

Learn what Model Context Protocol (MCP) is and isn’t, how MCP clients and servers work, and how to build and test an MCP server locally using Python.

February 13, 2026

by Kumar Abhishek

· 2,548 Views · 3 Likes

Introducing Sierra Charts

See how Sierra's new Charts feature can be used to easily add charting support to your client or server-side Java applications.

February 13, 2026

by Greg Brown

· 1,598 Views

Serverless Is Not Cheaper by Default

A clear-eyed breakdown of serverless costs — why they’re hidden, when they make sense, and how to choose between functions and containers before surprises hit your bill.

February 13, 2026

by David Iyanu Jonathan

· 2,359 Views · 1 Like

A Developer-Centric Cloud Architecture Framework (DCAF) for Enterprise Platforms

Developer-Centric Cloud Architecture Framework (DCAF) introduces a platform architecture framework that codifies architectural intent through meaningful invariants.

February 12, 2026

by Chandrasekhar Rao Katru

· 2,979 Views · 6 Likes

Backing Up Azure Infrastructure with Python and Aztfexport

We treat code as a first-class citizen, but our actual cloud state often drifts. Here’s how to build a Python-based “Time Machine” for Azure.

February 12, 2026

by Dippu Kumar Singh

· 1,525 Views

Java Developers: Build Something Awesome with Copilot CLI and Win Big Prizes!

Join the GitHub Copilot CLI Challenge and build something with Copilot right in your terminal for cash prizes and tickets to GitHub Universe.

February 12, 2026

by Bruno Borges

· 2,628 Views

Bootstrapping a Java File System

Apps self-managing files often implement custom APIs that bring different problems. Java's File System provides a way to self-manage files within standard Java APIs.

February 12, 2026

by Scott Sosna

CORE

· 2,533 Views · 1 Like

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