From Flamegraphs to Production: Mastering Java Memory Leak Detection Through Systematic Profiling

Mastering Memory Analysis: Your Journey to Performance Excellence Imagine having the confidence to analyze and optimize memory usage in any Java application. Your Spring Boot microservice shows interesting memory consumption patterns, and you're excited to dive deep into understanding what's happening. You have access to sophisticated profiling tools that can provide detailed insights without impac...

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Beyond Traditional Profiling: Mastering JFR for Modern Java Applications

Discovering JFR: A Journey into Modern Java Profiling Excellence Symptom: memory usage drifts under real production load. Constraint: profiling cannot degrade latency or throughput. Solution: Java Flight Recorder (JFR) — the built‑in, low‑overhead recorder that captures CPU, memory, GC, I/O, and custom events from live systems with typically under 2% impact. With JFR, production evidence replaces g...

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Module 1: Foundations - Project Setup & Build Systems

🎯 Learning Objectives By the end of this module, you will: Master Maven best practices using automated system prompts Configure quality dependencies for enterprise-grade projects Generate professional documentation automatically Understand the fundamentals of AI-powered development workflows Apply system prompts effectively in real-world scenarios 📚 Module Overview Duration: 4 hours Difficulty:...

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Mastering Java Enterprise Development with AI-Powered System Prompts

🎯 Course Overview Transform your Java development workflow by mastering 25+ AI-powered system prompts that automate code quality, testing, performance optimization, and documentation generation. This comprehensive course teaches you to leverage Cursor Rules for Java enterprise development through progressive, hands-on learning. 🎓 What You'll Learn By the end of this course, you'll be able to: Au...

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Module 5: Performance - Optimization & Profiling

🎯 Learning Objectives By the end of this module, you will: Create JMeter performance tests using @151-java-performance-jmeter Profile applications comprehensively using @161-java-profiling-detect Analyze performance bottlenecks using @162-java-profiling-analyze Compare performance improvements using @164-java-profiling-compare Benchmark code with JMH for micro-optimizations Apply systematic perfo...

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Mastering Java Memory Leak Detection - Complete Learning Path

🎯 Master Java memory leak detection through hands-on profiling with the Spring Boot memory leak demo 📚 Course Structure Module 1: Foundations - 2 hours (Focus: Memory leak theory and setup; Key learning: Understanding leak patterns; profiling infrastructure) Module 2: Profiling - 3 hours (Focus: Hands-on profiling mastery; Key learning: 21 profiling options; flamegraph interpretation) Module 3:...

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Module 4: Real-World Applications - Production Patterns and Integration

📖 Module Overview Time to apply your generics mastery to real-world scenarios! This module bridges theory and practice, showing how generics integrate with modern Java features and solve actual production problems. You'll work with contemporary patterns used in enterprise applications. 🎯 Learning Objectives By the end of this module, you will: Integrate generics with Records and sealed types Han...

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