Our team has been delivering outstanding talks at conferences and leading quarterly training sessions for Java developers, SRE engineers, Performance QA engineers, and DevOps engineers. Over the past year, we’ve also been running a series of webinars, where our very own Ram Lakshmanan shared deep insights into Java performance and troubleshooting. We recently celebrated this journey in our Java Performance Webinars Milestone Blog.
Now, we’re excited to take this initiative to the next level. Moving forward, our monthly webinars will not only feature in-house expertise but also bring in renowned external speakers from the global Java community. These sessions are designed to deliver valuable techniques, best practices, and tools to help you optimize Java performance and solve complex troubleshooting challenges.
This blog category will keep you updated with details on upcoming events as well as recaps of past sessions. Stay tuned for expert insights, practical takeaways, and new learning opportunities every month!
Upcoming Webinar
- Date: June 17, 2026
- Time: 8:30 AM PST
- Duration: 1 hour
Title:
Deterministic AI for Java Thread Dump Analysis
Description:
Analyzing thread dumps is essential for diagnosing application freezes, deadlocks, CPU spikes, and JVM unresponsiveness, but large volumes of stack traces can overwhelm manual review and exceed standard LLM context limits. This webinar introduces Thread Dump Analysis using Deterministic AI, where a specialized engine like fastThread first converts raw thread dumps into verified, structured facts. By combining programmatic pattern recognition with AI-generated explanations, you can avoid hallucinations, improve accuracy, and reduce data security risks. You will learn how this approach helps identify root causes such as synchronization bottlenecks, BLOCKED threads, runaway CPU threads, and stuck external calls with confidence.
Discover the future of JVM troubleshooting by combining the precision of deterministic logic with the intuition of Generative AI.
Key Takeaways:
- Understand why manual thread dump analysis becomes overwhelming at scale
- Learn why traditional Generative AI struggles with raw thread dump analysis
- Discover how Deterministic AI delivers accurate, structured troubleshooting insights
- Identify root causes such as deadlocks, BLOCKED threads, CPU spikes, and stuck external calls
- Learn how to reduce MTTR with faster, AI-assisted production diagnostics
- Explore a safer approach to AI-driven troubleshooting with reduced data security risks
- Get your questions answered live during the interactive Q&A session
Speaker Bio
Ram Lakshmanan is the founder of popular DevOps tools GCeasy, fastThread, and HeapHero. His work powers large-scale applications used daily across banking and travel industries in North America.
He has architected systems serving millions of users, including a major banking platform used by one in three US households and a travel system handling a significant share of leisure bookings. Ram also advises startups, Fortune 500 companies, and government organisations on critical technology initiatives.