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Designing Java Web Services That Recover From Failure Instead of Breaking Under Load

Failures happen constantly in web backends. This article explains how to design Java services that recover quickly instead of breaking under load.

December 9, 2025

by Krishna Kandi

· 3,104 Views · 5 Likes

An Analysis of Modern Distributed SQL

Learn about distributed SQL in modern data ecosystems, covering consensus, partitioning, serverless scaling, vector indexing, and production best practices.

December 9, 2025

by Abhishek Gupta

CORE

· 2,938 Views · 2 Likes

Stop Writing Excel Specs: A Markdown-First Approach to Enterprise Java

Shift design specs from Excel to Markdown and let AI generate Java while preventing drift and cutting development time by 55%.

December 3, 2025

by Dippu Kumar Singh

· 4,791 Views · 2 Likes

Reproducible SadTalker Pipeline in Google Colab for Single-Image, Single-Audio Talking-Head Generation

Animate still photos into talking avatars in minutes. This guide gives developers a clean, zero-setup SadTalker pipeline in Colab.

December 3, 2025

by Ryan Banze

· 7,526 Views · 1 Like

MCP Elicitation: Human-in-the-Loop for MCP Servers

MCP elicitation provides a standardized way for servers to request real-time user input through the client during a session.

December 3, 2025

by Maksim Kachurin

· 3,392 Views · 1 Like

Apache Phoenix With Variable-Length Encoded Data

Learn how Apache Phoenix has developed a new variable-length encoded binary data type to support a wide range of large language models (LLMs) use cases.

December 2, 2025

by Viraj Jasani

· 4,798 Views · 1 Like

Real-Time Computer Vision on macOS: Accelerating Vision Transformers

Build a real-time Python application that estimates a person’s age via webcam using a state-of-the-art Vision Transformer (ViT).

December 1, 2025

by Ilia Ivankin

· 2,204 Views

Building a Production-Ready MCP Server in Python

Develop a production-grade MCP server in Python with JWT auth, scope-based governance, rate limits, and OTEL tracing for both STDIO and HTTP modes.

December 1, 2025

by Nabin Debnath

· 2,106 Views

From Repetition to Reusability: How Maven Archetypes Save Time

Teaching teams to rely on Maven archetypes means less setup, fewer errors, and more time spent on solving real problems.

November 28, 2025

by Soham Sengupta

· 4,151 Views · 3 Likes

Five Nonprofit & Charity APIs That Make Due Diligence Way Less Painful for Developers

Explore 5 top nonprofit & charity APIs that help developers simplify due diligence, verify organizations faster, and save valuable time.

November 28, 2025

by Muhammad Talha Mohsin

· 2,479 Views · 1 Like

Building a Simple MCP Server and Client: An In-Memory Database

A basic in-memory database server using MCP, complete with an interactive client to create tables, insert data, and query it.

November 27, 2025

by Anil Malakar

· 4,030 Views · 5 Likes

Breaking the Chains of the GIL in Python 3.14

Python 3.14 officially makes the GIL optional. This deep dive explores the free-threaded architecture, performance trade-offs, and practical migration strategies.

November 25, 2025

by Nataraj Mocherla

· 3,253 Views

Integrating Lakeflow Connect With PostgreSQL: A Developer’s Complete Hands-On Guide From the Field

Traditional ingestion required custom ETL jobs that were costly to scale and maintain for PostgreSQL. To eliminate that overhead, I wired Lakeflow Connect for PostgreSQL.

November 25, 2025

by Jyoti Kunal Shah

· 8,684 Views

How to Test POST Requests With REST Assured Java for API Testing: Part I

Test POST requests with REST Assured for API testing with this step-by-step guide for software test automation engineers, designed to build reliable API tests.

November 25, 2025

by Faisal Khatri

CORE

· 4,650 Views

Building a Retrieval-Augmented Generation (RAG) System in Java With Spring AI, Vertex AI, and BigQuery

Build a Java RAG application using Spring Boot, Vertex AI embeddings, BigQuery vector search, and a web UI for interactive PDF-based question answering.

November 24, 2025

by Mohammed Fazalullah Qudrath

· 7,011 Views · 8 Likes

Architectural Evidence in Enterprise Java: Making Domain-Driven Design Visible

Use CDI stereotypes + JMolecules annotations to make DDD architecture explicit, enforceable, and testable. This preserves design intent as your Java system evolves.

November 24, 2025

by Otavio Santana

CORE

· 6,219 Views · 4 Likes

Advanced Usage of Decodable in Swift: Handling Dynamic Keys

Use DynamicKey to safely decode JSON with unpredictable keys — it avoids fragile if let chains and makes your decoding logic flexible and maintainable.

November 20, 2025

by Ada Kirsch

· 1,449 Views · 1 Like

Zero Trust in API Gateways: Building Bulletproof Infrastructure With Istio and OPA

Traditional API security is broken. Perimeter defenses can't protect distributed microservices architectures where 83% of web traffic is now API-based.

November 19, 2025

by David Iyanu Jonathan

· 2,820 Views · 2 Likes

From Zero to Local AI in 10 Minutes With Ollama + Python

In under ten minutes, install Ollama, pull a modern model, call it from Python or REST, and ship a repeatable Modelfile with a quick glance at the security checklist.

November 18, 2025

by Parthiban Rajasekaran

· 24,262 Views · 10 Likes

From Symptoms to Solutions: Troubleshooting Java Memory Leaks and OutOfMemoryError

Learn to detect, isolate, and fix Java memory leaks and OutOfMemoryError with practical tips, tools, and heap dump analysis for better performance.

November 18, 2025

by Ram Lakshmanan

CORE

· 4,007 Views · 1 Like

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