LeakLens — Best AI Memory Leak Detector for Android Studio
Shift memory leak detection from runtime to your editor.
Real-time prevention, Shark analysis, and AI fixes — zero SDK required.
Zero-SDK • Local-First • JetBrains Certified
Why LeakLens Exists
Memory leaks are one of the hardest and most expensive Android issues to debug. Traditional tools are reactive. LeakLens brings detection into the developer feedback loop with preventative UAST inspections and powerful host-side analysis.
Core Features
🛡️ Real-time UAST Prevention
12+ specialized inspections that flag leaks as you type (static Activity/Fragment references, uncancelled coroutines, Hilt scopes, Compose issues, etc.).
Editor gutter icons + quick fixes.
🔬 Host-Side Shark Analysis
Full Shark engine integrated in the IDE. Dump heaps via ADB or import LeakCanary reports. No device-side OOMs even on large heaps.
🤖 Intelligent AI Assistant
Context-aware fix suggestions using idiomatic Kotlin patterns (repeatOnLifecycle, WeakReference, proper scoping, etc.).
⚡ Built for Real Projects
Supports Kotlin & Java • Jetpack Compose • Hilt • Coroutines • Flow • WorkManager • Large codebases (1M+ LOC tested).
Comparison
| Feature | LeakLens | Android Profiler | LeakCanary |
|---|---|---|---|
| Prevention | Real-time in IDE | Manual | Runtime only |
| AI Fixes | Yes | No | No |
| Runtime Dependency | Zero-SDK | Zero | Required |
| Feedback Loop | Milliseconds | Minutes–Hours | Days |
Performance
| Project Size | Scan Latency | Typing Impact | 500MB Heap |
|---|---|---|---|
| 100k LOC | 280ms | < 5ms | 12s |
| 1M+ LOC | 1.2s | < 12ms | 24s |
Frequently Asked Questions
Does it replace LeakCanary?
No. LeakLens complements LeakCanary by supercharging report analysis and providing AI-powered fixes inside the IDE.
Privacy & Data?
Completely local-first. Heap dumps never leave your machine. AI is opt-in and anonymized.
Suitable for large apps?
Yes — optimized for real production codebases.
GitHub • Gradle Lighthouse (Architecture Companion) • Roadmap
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