Cognitive Technology Team
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Cognitive Technology Team

Cognitive Technology Team regularly delivers the latest IT news, original content, programming tutorials and experience sharing, with daily perks awaiting you.

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Latest from Cognitive Technology Team

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Cognitive Technology Team
Cognitive Technology Team
Jun 18, 2025 · Backend Development

How Spring Boot’s Fat Jar Enables One‑Click Java Deployment

Spring Boot’s Fat Jar packages all application code, dependencies, and an embedded server into a single executable JAR, breaking the parent‑delegation model with a custom class loader and protocol handler, enabling simple ‘java -jar’ execution, streamlined deployment, and benefits for microservices and Docker layering.

Class LoaderFat JarJava
0 likes · 10 min read
How Spring Boot’s Fat Jar Enables One‑Click Java Deployment
Cognitive Technology Team
Cognitive Technology Team
Jun 17, 2025 · Cloud Computing

What a Single NullPointerException Taught Us About Cloud Reliability

The June 2025 Google Cloud outage, caused by an untested code change that triggered a NullPointerException, crippled over 70 core services worldwide, prompting a rapid technical fix, public apology, and industry‑wide reflections on cloud stability, fault tolerance, and deployment practices.

Google CloudNullPointerExceptioncloud outage
0 likes · 7 min read
What a Single NullPointerException Taught Us About Cloud Reliability
Cognitive Technology Team
Cognitive Technology Team
Jun 11, 2025 · Cloud Native

Unlock Low‑Cost Mobile Testing with Sonic’s Cloud‑Native Device Platform

This article introduces Sonic, an open‑source cloud‑device testing platform that leverages a Spring Cloud micro‑service architecture and Docker deployment to provide low‑cost, scalable, and flexible automated testing, remote debugging, CI/CD integration, and multi‑platform support for mobile applications.

Docker deploymentci/cd integrationcloud-native
0 likes · 8 min read
Unlock Low‑Cost Mobile Testing with Sonic’s Cloud‑Native Device Platform
Cognitive Technology Team
Cognitive Technology Team
Jun 7, 2025 · Databases

Mastering MySQL Locks: Types, Mechanisms, and Best Practices

This article explains MySQL’s locking mechanisms, categorizing locks by performance, operation type, data granularity, and finer‑grained levels such as gap and next‑key locks, and offers guidance on selecting the appropriate lock strategy for reliable concurrent database operations.

Concurrency ControlDatabase LocksInnoDB
0 likes · 9 min read
Mastering MySQL Locks: Types, Mechanisms, and Best Practices
Cognitive Technology Team
Cognitive Technology Team
Jun 5, 2025 · Backend Development

Why BeanUtils.copyProperties Is a Hidden Performance Killer and What to Use Instead

BeanUtils.copyProperties, a convenient Apache Commons utility for Java bean copying, harbors multiple hidden pitfalls—including reflection overhead, unsafe type conversion, null‑value overwrites, shallow copy issues, and limited depth—so developers should evaluate modern alternatives like MapStruct, Dozer, or manual mapping for better performance and safety.

BeanUtilsJavaMapStruct
0 likes · 7 min read
Why BeanUtils.copyProperties Is a Hidden Performance Killer and What to Use Instead