Java 25, The Hidden Trap of AI That Will Dirty Your App

Описание: AI can generate thousands of lines of Java code in seconds.
But in Java 25, that “perfect” code might secretly destroy your application performance.

In this video, we uncover three hidden traps AI often creates in modern Java applications — issues that look correct at first glance but can lead to serious architectural problems in production.

If you're working with Virtual Threads, modern concurrency, or AI integrations in Spring Boot, this is something every serious Java developer needs to understand.

Welcome to ABCTechLab, where we go beyond surface-level tutorials and talk about the real engineering decisions that matter.

🚨 What You'll Learn

⚠️ Virtual Thread Pinning Problem
Why synchronized blocks can silently kill performance when using Project Loom virtual threads.

⚠️ Hallucinated APIs in Java 25
How AI sometimes invents classes and packages that don’t actually exist.

⚠️ ScopedValue Misuse
Why treating ScopedValue like ThreadLocal breaks memory safety and design principles.

⚠️ Dirty AI Integrations
Why simple prompt-based integrations create fragile and insecure systems.

⚠️ The Senior Developer Solution
How to build type-safe AI integrations using Java Records and interfaces with frameworks like LangChain4j.

🧠 Key Concepts Covered

Java 25 features

Project Loom & Virtual Threads

Carrier Thread Pinning

ReentrantLock vs synchronized

Scoped Values

Stable Values API (JEP 502)

Spring Boot 3.4

AI Integration in Java

LangChain4j

Spring AI

Type-safe AI responses with Java Records

👨‍💻 Who This Video Is For

✔️ Java Developers
✔️ Backend Engineers
✔️ Spring Boot Developers
✔️ Software Architects
✔️ Developers using AI coding assistants

⏱️ Chapters

0:00 The Perfect AI Pull Request
1:30 Virtual Thread Pinning Trap
4:00 Hallucinated APIs & Ghost Dependencies
6:30 Dirty AI Integration Patterns
8:30 The Java Architect’s Vow

🔗 Useful Resources

• Project Loom (Virtual Threads)
• LangChain4j Documentation
• Spring AI Framework
• Java 25 Updates

📢 About ABCTechLab

ABCTechLab is a channel dedicated to modern software engineering, backend architecture, AI-assisted development, and Java ecosystem innovations.

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Code with Intent. Not just Prompts.

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