⚡ FastJava — Native Java Performance Ecosystem [ALPHA]
5-50× faster than standard Java — JNI-native libraries for automation, screen capture, graphics, math, JSON, and more.
A unified directory of all FastJava modules. Categorized by functional domain, including real-world performance benchmarks.
| Module |
Speed vs Java |
Key Metrics |
Tech |
Status |
| FastHotkey |
❌ Java can't |
Global hotkeys — no Java API |
Win32 hooks |
Alpha |
| FastKeyboard |
16× |
RawInput vs standard AWT KeyListener |
RawInput API |
Alpha |
| FastTouch |
❌ Java can't |
Multi-touch pressure — no Java API |
Win32 touch |
Alpha |
| FastStylus |
❌ Java can't |
Pen tilt/eraser — no Java API exists |
WM_POINTER |
Alpha |
| FastKeylogger |
— |
Global asynchronous keyboard tracking |
Win32 Hooks |
Alpha |
| FastMouse |
— |
Raw mouse reading |
RawInput API |
Alpha |
| FastGamepad |
— |
Controller support |
XInput |
TODO |
| Module |
Speed vs Java |
Key Metrics |
Tech |
Status |
| FastDWM |
— |
VSync & timing |
DWM API |
Alpha |
| FastDisplay |
Instant |
Native DPI/resolution/refresh-rate |
Win32, DWM |
Alpha |
| Module |
Speed vs Java |
Key Metrics |
Tech |
Status |
| FastRobot |
10-17× |
DirectX capture vs AWT Robot |
DirectX |
Alpha |
| FastUIA |
❌ Java can't |
Native UIA vs slow polling |
Native UIA |
Alpha |
| FastWindow |
8× |
Flicker-free resize vs standard JFrame |
Win32 API |
Alpha |
| FastScrape |
— |
High-performance DOM scraping |
Native HTML |
Alpha |
| FastSpider |
— |
Asynchronous high-speed web crawler |
NIO / Async |
Alpha |
| FastProcess |
— |
Process management |
Win32 API |
TODO |
| FastScheduler |
— |
Task scheduler |
Priority queue |
TODO |
| Module |
Speed vs Java |
Key Metrics |
Tech |
Status |
| FastGhostMouse |
120Hz GPU |
Secondary mouse overlay |
DComposition |
Alpha |
| FastThumb |
— |
Native OS thumbnail extraction |
Windows Shell |
Alpha |
| FastPreview |
❌ Java can't |
Native rasterization vs slow Swing |
PDFium, WV2 |
Alpha |
| FastScreen |
500-2000 FPS |
DXGI zero-copy vs 60 FPS Robot |
DXGI, DX |
Alpha |
| FastOverlay |
— |
Game overlays |
DirectX |
Alpha |
| FastImage |
10-50× |
SIMD resize/blur vs BufferedImage |
SIMD, AVX2 |
Alpha |
| FastImageView |
10× |
200ms startup vs 2s Swing |
DirectX |
Alpha |
| FastGraphics |
600% |
GPU DirectX vs Java2D software |
DirectX, GPU |
Alpha |
| Module |
Speed vs Java |
Key Metrics |
Tech |
Status |
| FastAudioCapture |
❌ No WASAPI |
Real-time capture vs Java Sound |
WASAPI |
Alpha |
| FastAudioPlayer |
20-30× |
Low-latency playback vs Java Sound |
WASAPI |
Alpha |
| FastWakeWord |
— |
Always-on native wake-word detection |
Audio DSP |
Alpha |
| FastTTS |
— |
Text-to-speech |
Piper/Cloud |
Alpha |
| FastSTT |
— |
Speech-to-text |
Whisper |
Alpha |
| Module |
Speed vs Java |
Key Metrics |
Tech |
Status |
| FastBytes |
2-50× |
AVX2 bulk ops vs standard Java |
SIMD, AVX2 |
Alpha |
| FastJSON |
50× |
50× faster than Jackson/Gson |
SIMD, Zero-GC |
Alpha |
| FastString |
10-100× |
UTF-8 ops vs Java String |
SIMD, UTF-8 |
Alpha |
| FastANSI |
45-48× |
Zero-allocation ANSI state parser |
State Machine |
Alpha |
| FastEmojis |
34-56× |
Zero-allocation Emoji width engine |
East Asian Width |
Alpha |
| FastTokenizer |
10-25× |
O(n) SIMD scanner vs slow Regex |
Deterministic |
Alpha |
| FastHTML |
— |
HTML parser |
SIMD |
TODO |
| FastRegex |
— |
SIMD regex engine |
AVX2 |
TODO |
| Module |
Speed vs Java |
Key Metrics |
Tech |
Status |
| FastFloat |
5-12× |
SIMD parsing vs Float.parseFloat() |
SIMD, AVX2 |
Alpha |
| FastMath |
3-8× |
JNI SIMD + OpenCL GPU vs java.lang.Math |
OpenCL, SIMD |
Alpha |
| FastSIMD |
— |
SIMD operations framework |
AVX2/512 |
TODO |
| Module |
Speed vs Java |
Key Metrics |
Tech |
Status |
| FastFileIndex |
8× |
Native mmap scan vs Files.walk() |
mmap, scan |
Alpha |
| FastFileContentIndex |
— |
High-speed in-file text indexing |
SIMD |
Alpha |
| FastFileWatch |
10-100× |
USN Journal vs WatchService |
USN Journal |
Alpha |
| FastFileSearch |
100-1000× |
Indexed trie vs linear search |
Prefix trie |
Alpha |
| FastFileScrape |
5–10× |
Native file scraping vs Java IO |
Tree + Content |
Alpha |
| FastGLOB |
13× |
Native Win32 globbing vs PathMatcher |
Win32, C++ |
Alpha |
| FastFileSystem |
Unified |
Index + Search + Watch in one API |
Unified API |
Alpha |
| Module |
Speed vs Java |
Key Metrics |
Tech |
Status |
| FastCore |
— |
Cross-platform DLL loader |
JNI Loader |
Alpha |
| FastHardware |
— |
Global hardware telemetry |
PDH/WMI |
TODO |
| FastIO |
2.5-11× |
AVX2 Search, DMA Copy, mmap |
AVX2, DMA |
Alpha |
| FastClipboard |
2-3× |
Native vs AWT, zero bugs |
Win32 API |
Alpha |
| FastSharedMemory |
— |
Zero-copy IPC memory mapped files |
Win32 IPC |
TODO |
| FastPointer |
— |
Native pointer operations |
JNI |
TODO |
| FastMemory |
— |
System/RAM access |
Unsafe |
TODO |
| Module |
Speed vs Java |
Key Metrics |
Tech |
Status |
| FastNet |
— |
Network operations |
Zero-copy |
TODO |
| FastDNS |
— |
DNS resolver |
Async |
TODO |
| FastTLS |
— |
TLS/HTTPS |
OpenSSL |
TODO |
| Module |
Speed vs Java |
Key Metrics |
Tech |
Status |
| FastCrypto |
— |
Encryption |
AES/SIMD |
TODO |
| FastSecureRandom |
— |
Secure RNG |
Hardware |
TODO |
| FastKeychain |
— |
Credential store |
Windows |
TODO |
| Module |
Speed vs Java |
Key Metrics |
Tech |
Status |
| FastAIService |
— |
Provider-Router (lokal/Cloud) |
API |
TODO |
| FastAIAgent |
— |
Agenten-Logik, Tool-Auswahl |
LLM |
TODO |
| FastAIReasoner |
— |
Planning & Multi-Step-Reasoning |
Logic |
TODO |
| FastAIWorkflow |
— |
Multi-Agent-Pipelines & DAG |
Orchestrator |
TODO |
| FastAIState |
— |
Shared Agent State / Blackboard |
Memory |
TODO |
| Module |
Speed vs Java |
Key Metrics |
Tech |
Status |
| FastAISession |
— |
Conversation Lifecycle |
History |
TODO |
| FastAIContext |
— |
Kontext-Management, Rollen |
State |
TODO |
| FastAIMemory |
— |
Kurzzeit- & Langzeit-Gedächtnis |
Vector DB |
TODO |
| FastAIVectorDB |
— |
Vektor-Store für Memory & RAG |
SIMD |
TODO |
| FastAIEmbedding |
— |
Embedding-Service |
Model |
TODO |
| FastAIRAG |
— |
Retrieval-Pipeline |
RAG |
TODO |
| Module |
Speed vs Java |
Key Metrics |
Tech |
Status |
| FastModel |
— |
Lokale Inferenz-Runtime (gguf/ONNX) |
ONNX |
TODO |
| FastAIStream |
— |
Token-Streaming-Engine |
Pipeline |
TODO |
| FastAIToken |
— |
Tokenization, Counting, Budgeting |
Tokenizer |
TODO |
| FastAICache |
— |
Antwort- & Embedding-Caching |
Cache |
TODO |
| Module |
Speed vs Java |
Key Metrics |
Tech |
Status |
| FastAIToolBridge |
— |
Tool-Ausführungsschicht |
API |
TODO |
| FastAIMCP |
— |
Model Context Protocol Adapter |
MCP |
TODO |
| FastAISandbox |
— |
Code-Isolation |
Security |
TODO |
| FastAIScheduler |
— |
Async Jobs, Retries, Cron |
Queueing |
TODO |
| Module |
Speed vs Java |
Key Metrics |
Tech |
Status |
| FastAIGuard |
— |
Prompt-Injection-Schutz |
Security |
TODO |
| FastAIAuth |
— |
API-Keys, User-Permissions |
Auth |
TODO |
| FastAIPolicy |
— |
Declarative AI Rules / Policies |
Rules |
TODO |
| Module |
Speed vs Java |
Key Metrics |
Tech |
Status |
| FastAITrace |
— |
Token-Flow & Tool-Tracing |
Debugging |
TODO |
| FastAIEval |
— |
Automatische Antwort-Evaluation |
Eval |
TODO |
| FastAIMetrics |
— |
Performance- & Usage-Metrics |
Telemetry |
TODO |
| FastAIReplay |
— |
Replay von Sessions |
Debugging |
TODO |
| FastAIParser |
— |
Strukturierter Output-Parser |
Parser |
TODO |
| FastAIPrompt |
— |
Prompt-Compiler, Templates |
Compiler |
TODO |
| FastAIRegistry |
— |
Registry für Models, Tools, Agents |
Registry |
TODO |
| FastAIPlugin |
— |
Plugin-/Extension-System |
Plugin |
TODO |
| FastEventBus |
— |
Event-System für Tokens & Tools |
Event Bus |
TODO |
| Module |
Speed vs Java |
Key Metrics |
Tech |
Status |
| FastAPI |
— |
REST/WebSocket/gRPC Layer |
Network |
TODO |
| FastConfig |
— |
Runtime-/Model-Konfiguration |
Config |
TODO |
| FastArtifact |
— |
Verwaltung generierter Dateien |
Storage |
TODO |
| FastStorage |
— |
Files, Blobs, Transcripts |
IO |
TODO |
| FastAICluster |
— |
Multi-GPU / Multi-Node |
Orchestrator |
TODO |
| Module |
Speed vs Java |
Key Metrics |
Tech |
Status |
| FastCamera |
— |
Native low-latency webcam capture |
DirectShow |
Alpha |
| FastOCR |
10× faster |
WinRT OCR vs Tesseract4J |
WinRT OCR |
Alpha |
| FastVision |
— |
Vision-Modelle / GPU-Kernels |
GPU shaders |
TODO |
| Module |
Speed vs Java |
Key Metrics |
Tech |
Status |
| FastTween |
Zero overhead |
No built-in tweening |
Pool |
Alpha |
| FastAnimation |
Zero overhead |
No built-in timelines — pure Java |
Timeline |
Alpha |
| Module |
Speed vs Java |
Key Metrics |
Tech |
Status |
| FastTheme |
❌ Java can't |
Native Windows theming |
WinRT, DWM |
Alpha |
| FastTerminal |
❌ Java can't |
Double-buffered TUI blitting |
Win32 console, JNI |
Alpha |
| FastNotification |
❌ Broken |
SystemTray broken → native WinRT |
WinRT, Toast |
Alpha |
| FastUI |
— |
Core UI building blocks |
Native |
Alpha |
| FastProportion |
— |
Proportional layout engine |
Core |
Alpha |
| FastGrid |
— |
High-performance grid layout |
Core |
Alpha |
| Module |
Speed vs Java |
Key Metrics |
Tech |
Status |
| FastGPU |
50–500× |
GPU Compute, SPIR-V, Vulkan Compute, Zero-Copy Buffers |
Vulkan, SPIR-V, OpenCL |
Alpha |
Java alone cannot do:
- ❌ Global hotkeys when unfocused
- ❌ Low-latency screen capture
- ❌ Reliable clipboard operations
- ❌ Hardware I/O access
- ❌ GPU acceleration
- ❌ Native input devices
- ❌ ..
FastJava fixes this. Mostly pure C++ accelerators. JNI bindings. Zero overhead.
🌒 WHY — The Restlessness Before the First Module
Junior: "Java is slow… right? Everyone says that. Must be normal."
Senior: "No. That's not a law of nature. That's just bad architecture."
Designer: "I see friction. I see unnecessary layers. This feels wrong."
A shift begins: acceptance → doubt → clarity.
Java developers treat slowness like gravity: unavoidable, unquestioned, built into the universe. We refused that worldview. We wanted proof that "slow" wasn't a law of nature — just a habit.
🌕 HOW IT STARTED — The Moment Everything Shifted
Junior: "Let me try something small… maybe Clipboard?"
Senior: "Do it native. No overhead. No framework weight."
Designer: "If this is faster, it proves something bigger."
FastClipboard appears. Twice as fast. Zero bugs.
The mental state moves: experiment → proof → vision.
🌖 BECAUSE — The Realization That Changed Everything
Junior: "Why does everything feel heavy?"
Senior: "Because Java isn't slow — only the layers above it are."
Designer: "The language isn't the problem. The design of the tools is."
The shift continues: frustration → analysis → realization.
Java's "write once, run anywhere" became "write once, run slow everywhere." Native code isn't the enemy — unnecessary abstraction is.
🌑 THEREFORE — The Reason FastJava Exists
Junior: "Can't we just make this better?"
Senior: "Yes. Minimal overhead. Native where it matters. Java where it makes sense."
Designer: "This isn't a framework. It's a counter-design."
The state settles: desire → decision → identity.
Maximum performance through minimal overhead. JNI where it matters. Pure Java where it doesn't.
I run the benchmarks myself. I don't negotiate with numbers. I don't sweet-talk performance. I don't pretend something is fast because I want it to be. Speed doesn't care about opinions — only measurements. I can't lie to myself, because the CPU won't lie back. Faster is faster. Slower is slower. Reality is binary at that level.
This isn't about money.
This isn't about hype.
This isn't about selling anything.
This is about quality — the kind you can't fake, can't market, can't decorate.
The kind you can only prove.
FastJava exists because truth shows up in microseconds, not in slogans.
[ALPHA] — APIs may change. Not production-ready yet.
- ✅ 33 Released — Available now on GitHub & JitPack
- 🚧 13 Coming Soon — Audio, Vision, AI, Advanced System (2026-2027)
- 🔄 37 Planned — Full 81-module pipeline
- ✅ Windows fully supported — Linux/macOS in progress
Part of the FastJava Ecosystem — Making the JVM faster. Small package. Maximum speed. Zero bloat. 🚀📋