AI-Powered JVM Diagnostic Platform

Find the exact line of code
crashing your JVM

A JVM profiler that analyzes heap dumps, GC logs, thread dumps, and JFR recordings — then correlates every finding to your source code and uses AI to tell you exactly why and how to fix it.

No agents to install. No cloud data upload. Runs entirely on your machine.

jvmlens_profiler.lens

Heap Visualizer

LIVE ATTACH: JVM PID 4102

Leak Warning

AI REASONING

Leak in SessionManager.java:84.

44 Features
Full-Stack Diagnostics

Real-time profiling, AI diagnosis, forecasting, fleet monitoring, and more.

4 AI Providers
AI-Assisted Diagnosis

Claude, Gemini, OpenAI, or fully offline with Ollama. Your choice.

8 Leak Detectors
Automated Leak Detection

Automated pattern matching for growing collections, class loader leaks, static accumulation, and more.

Zero Data Uploaded
Privacy First

Source code never leaves your machine. Bring your own API key or run air-gapped.

44 Features. Zero Guesswork.

From real-time profiling to AI-powered root cause analysis — everything you need to diagnose, predict, and fix JVM performance issues.

Diagnose

Find the Exact Allocation Site

Don't just see byte[] taking 2GB. See SessionCache.java:142 is the leak. Every heap object traced to its source line.

AI Reads Your Flight Recordings

Upload a .jfr file. Get a plain-English diagnosis in 30 seconds — with fix suggestions pointing to your code.

Native Memory Tracking

Off-heap leaking? Track metaspace, direct buffers, code cache, and compiler memory with NMT analysis.

Spot Deadlocks Instantly

Interactive thread galaxy and state analysis. Click any frame to jump to source. Lock contention highlighted automatically.

AI Intelligence

AI Diagnosis & Chat

Ask the AI about your JVM. Get streaming conversational diagnostics with full context of your metrics, heap, and threads.

8 Leak Patterns, Zero Manual Work

Automatically detects growing collections, class loader leaks, static accumulation, thread-local leaks, and 4 more.

What-If Simulation

What happens if you double -Xmx? Change GC algorithm? The AI predicts the outcome before you touch production.

Incident Reports

Generate a formal RCA document with timeline, diagnosis, findings, and recommendations. Export as PDF or HTML.

Predict

Predict Before It Crashes

Holt-Winters forecasting predicts OOM and CPU exhaustion hours ahead. Get alerts before PagerDuty fires.

SLA & Error Budget Tracking

Set uptime and performance targets. Track budget consumption in real time. Get warned before you breach.

Anomaly Detection

Sigma-based baselines learn your JVM's normal behavior. Get alerted when metrics deviate — before users notice.

MTTR Prediction

How long will this incident take to resolve? Historical pattern matching estimates resolution time.

Operate

Fleet Dashboard

Monitor 50+ JVMs at once. See top consumers, correlated anomalies, and causality chains across your microservices.

Alert Rules & Webhooks

Custom threshold alerts with Slack, Discord, and PagerDuty integration. HMAC-signed for security.

CI/CD Performance Gate

Run headless in your pipeline. Fail builds when heap growth exceeds thresholds or GC throughput drops.

Time-Travel Recordings

Capture .lens sessions and replay them later. Share with teammates. Debug production issues from your desk.

From Alert to Root Cause in 90 Seconds

Watch how JVM CodeLens traces a memory leak from PagerDuty alert to one-line fix.

1

Alert Fires

JVM CodeLens detects heap usage at 92% and fires a threshold alert.

HeapUsage > 85% threshold | PID 4102 | UserService
2

AI Analyzes

Within 30 seconds, AI identifies the root cause across heap, GC, and thread data.

"SessionCache in UserService is growing unbounded — 1.2M entries, no eviction policy"
3

Git Correlation

Automatically traces the leak to the exact commit that introduced it.

Commit f8a2c1d by @dev, 3 days ago — "Add session caching for performance"
4

Fix Suggestion

AI generates a code-specific fix with file path, line number, and before/after diff.

Add eviction policy: ConcurrentHashMap → Caffeine cache at UserService.java:142

How We Compare

Desktop profiler power meets cloud APM intelligence — at a fraction of the price.

CapabilityYourKitJProfilerDatadogNew RelicJVM CodeLens
Free Tier
AI-Assisted DiagnosisGenericGenericJVM-Specific RCA
Source Code CorrelationAST-based
Git Commit Linking
Offline / Air-GappedOllama
Container-AwareLimitedLimitedcgroup v1/v2
Predictive ForecastingTTF/MTTR
Desktop App (no agent)
JFR Support
Memory Leak DetectionAutomated
Fleet Monitoring
CI/CD Performance Gate
Price$499/seat$499/seat~$23/host/moUsage-basedFree–$29/mo