IoT Full-Stack Technology
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IoT Full-Stack Technology

Dedicated to sharing IoT cloud services, embedded systems, and mobile client technology, with no spam ads.

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Latest from IoT Full-Stack Technology

74 recent articles
IoT Full-Stack Technology
IoT Full-Stack Technology
Jun 17, 2026 · Backend Development

When Java Streams Crash: A Real‑World Performance Disaster

A production outage caused by a Java Stream pipeline processing one million orders revealed massive memory overhead and CPU‑bound garbage collection, prompting a benchmark that showed a handcrafted for‑loop to be up to twenty times faster and far more memory‑efficient.

Garbage CollectionJavaStream API
0 likes · 10 min read
When Java Streams Crash: A Real‑World Performance Disaster
IoT Full-Stack Technology
IoT Full-Stack Technology
Jun 15, 2026 · Artificial Intelligence

Step‑by‑Step Guide to Building an AI‑Powered Knowledge Base with Obsidian, Claude Code, and Claudian

This article walks you through installing Obsidian, Claude Code, and the Claudian plugin, then shows how to let a large language model automatically ingest, compile, query, and maintain a markdown‑based knowledge vault, comparing the AI‑driven workflow with traditional manual methods and highlighting concrete time‑saving benefits.

AIAutomationClaude
0 likes · 10 min read
Step‑by‑Step Guide to Building an AI‑Powered Knowledge Base with Obsidian, Claude Code, and Claudian
IoT Full-Stack Technology
IoT Full-Stack Technology
Jun 15, 2026 · Backend Development

Quickly Secure Spring Boot APIs with RSA Encryption

This article walks through the fundamentals of RSA encryption, illustrates two communication scenarios, and provides a step‑by‑step guide to add RSA‑based request/response encryption to a Spring Boot project—including Maven setup, annotation usage, key configuration, front‑end JavaScript encryption, testing, and common pitfalls.

API EncryptionJSEncryptJava
0 likes · 11 min read
Quickly Secure Spring Boot APIs with RSA Encryption
IoT Full-Stack Technology
IoT Full-Stack Technology
Jun 10, 2026 · Fundamentals

How to Use JLINK Script in VS Code: A Complete Guide

This article walks MCU developers through three ways to invoke JLINK Script within the MCUXpresso for VS Code plugin, showing step‑by‑step configuration of .jlink files, .jlinkscript files, and the Flash Programmer's custom script field, and explains which method is best for debugging versus flashing only.

Embedded DevelopmentJLinkMCUXpresso
0 likes · 6 min read
How to Use JLINK Script in VS Code: A Complete Guide
IoT Full-Stack Technology
IoT Full-Stack Technology
Jun 8, 2026 · Artificial Intelligence

Spring AI 2.0 vs LangChain4j: Which Should You Choose?

This article compares Spring AI 2.0 and LangChain4j for integrating large language models into Java enterprise applications, examining their positioning, version alignment, programming models, RAG capabilities, tooling, observability, learning curves, and suitability for different team stacks to help you make an informed selection.

AI frameworksJavaLLM integration
0 likes · 12 min read
Spring AI 2.0 vs LangChain4j: Which Should You Choose?
IoT Full-Stack Technology
IoT Full-Stack Technology
Jun 5, 2026 · Cloud Native

Implementing Gray Release in Spring Cloud Using Nacos and Load Balancer

This article explains how to build a full‑link gray (canary) release for a Spring Cloud microservice system by leveraging Nacos as the service registry, Spring Cloud Gateway filters, a custom Ribbon load‑balancer, and OpenFeign interceptors, complete with demo project structure, configuration files, and three test scenarios.

Canary DeploymentGray ReleaseLoad Balancer
0 likes · 22 min read
Implementing Gray Release in Spring Cloud Using Nacos and Load Balancer
IoT Full-Stack Technology
IoT Full-Stack Technology
Jun 5, 2026 · Industry Insights

Can Rust Replace C in Embedded Firmware? An Industrial Study from ST and Academia

A ten‑week side‑by‑side study by ST, Inria and university researchers shows that Rust firmware for an STM32U585 microcontroller uses 45 % less RAM than an equivalent C implementation while matching performance, highlighting Rust's zero‑heap model, portability advantages and the remaining limitations for low‑end MCUs.

Ariel OSC++Embedded Firmware
0 likes · 12 min read
Can Rust Replace C in Embedded Firmware? An Industrial Study from ST and Academia