Recent Blog Posts by Ram
Effective JFR Analysis Techniques with AI
Java Flight Recorder (JFR) is an integrated profiling tool in Oracle's JVM, recording vital events for performance analysis. The yCrash JFRPlayer enhances JFR data analysis through innovative features like patterns-based error detection, deterministic AI analysis, and a user-friendly web interface. It ensures data security, offers comprehensive reporting, and automates diagnostics for efficient troubleshooting.
July 15, 2026
Java Mission Control (JMC) vs. yCrash JFR Player
The document compares Java Mission Control (JMC) and yCrash's JFR Player for diagnosing JVM issues. JMC provides raw telemetry analysis manually, while JFR Player automates diagnostics via AI and offers collaborative cloud-based features. Key differences include proactive data capture, enhanced security, and capabilities for parsing fragmented logs and heap dumps, boosting efficiency in performance troubleshooting.
June 2, 2026
AI-Powered RCA Summary: Instantly Understand What Went Wrong
yCrash enhances AI-powered root cause analysis by integrating structured JSON outputs from extensive diagnostics with Large Language Models (LLMs). This allows for clearer executive summaries and interactive reports, improving accessibility for technical and non-technical users. Key benefits include precise metrics, historical analysis, visualizations, and cost efficiency, ensuring effective incident troubleshooting.
May 15, 2026
Java Day Conference in Historic, Beautiful, Overwhelming Istanbul!
The author reflects on a recent trip to Istanbul for the Java Day conference, noting the city's cultural richness and hospitality. He appreciates the conference's organization and speaker quality, shares memorable interactions, especially with his UI developer, Cagdas, and highlights unique aspects of Istanbul, from its vibrant atmosphere to its many cats.
April 21, 2026
Troubleshooting .NET Production problems using AI
.NET powers many critical applications, but troubleshooting its production issues presents challenges. While observability tools identify problems, they often fail to uncover root causes. yCrash enhances troubleshooting by capturing 16 artifacts, predicting outages with micro-metrics, and utilizing advanced analysis to provide detailed insights for effective issue resolution.
April 14, 2026
Production is Secure. Is Troubleshooting Process Secure?
Enterprises have invested heavily in cybersecurity, yet the production troubleshooting process still faces significant risks, including untrusted tools, data leakage, and unauthorized access to sensitive information. The yCrash solution addresses these gaps by securely managing troubleshooting artifacts, implementing robust authentication, and sanitizing data to ensure compliance and protect confidential information.
March 10, 2026