fastjava

🔡 Zero‑allocation ASCII and UTF‑8 byte engine for Java — ultra‑fast primitive parsing, native UTF‑8 encoding/decoding, and JIT‑optimized byte‑level operations powering FastANSI, FastTerminal, and all high‑performance FastJava pipelines.

⚡Ultra-fast native Java libraries — powered by JNI and high‑performance native algorithms for automation, screen capture, clipboard, hotkeys, and more

🎯 High‑performance Java automation engine — DirectX/DXGI zero‑copy screen capture and ultra‑low‑latency native mouse/keyboard injection, 10–17× faster than java.awt.Robot.

🖼️ High‑performance screen capture for Java — 500–2000 FPS zero‑copy DXGI duplication, GPU‑accelerated streaming, and ultra‑low‑latency pixel access for vision and automation pipelines.

📊 Ultra‑fast native math engine for Java — AVX2/SSE‑accelerated vectors, matrices, trig, and interpolation with zero‑GC high‑frequency performance for graphics and simulation pipelines.

📄 Lightweight Java parser for multi‑format text extraction and normalization — optimized for retrieval pipelines and native FastContentChunk integration.

🖱️ A lightning‑fast native mouse API for Java — direct Win32 hooks, zero latency, minimal overhead.

✂️ High-performance SIMD tokenizer and multi-mode strategy chunker for FastJava retrieval pipelines (0.1.2)

🗂️ Native Windows globbing for Java — ultra‑fast Win32 directory traversal, zero‑GC pattern matching, .gitignore‑compatible semantics, brace expansion, negation, and flawless recursive ** support.

🖥️ High‑performance Windows ConPTY backend for Java — native pseudo‑terminal sessions with sub‑millisecond I/O, zero‑copy pipe buffers, stable Win32 process trees, and full compatibility with cmd.exe, PowerShell, Bash, and interactive CLIs.

🧱 High‑performance retained‑mode UI for Java — baked component layers, deterministic rendering, zero‑allocation pipelines, sequencer‑style interaction logic, and hardware‑locked multi‑thousand‑FPS performance for modern high‑DPI displays.

📦 Ultra‑fast native compression and hashing for Java — SIMD‑accelerated LZ4/Zstd pipelines, xxHash64 at 15 GB/s, zero‑copy JNI memory access, and high‑throughput data processing for real‑time agentic systems.

⚡ 2.3x faster file scraping for Java — powered by native Win32 JNI (FastGLOB). Directory trees, content extraction & chunking for LLMs, agents and code analysis. Parallel multi-threaded. Part of the FastJava ecosystem.

🧿 High-performance native Win32 window engine for Java. Turbocharges JFrame with flicker-free resizing, kernel-level constraints, and fluid UI scaling. Part of the FastJava ecosystem.

👻 High‑performance native ghost cursor overlay for Java — GPU‑accelerated DirectComposition rendering with click‑through transparency, zero‑focus disruption, smooth 60 fps motion paths, and real‑time AI cursor prediction visualization.

🤖 Zero-dependency, high-performance local inference runtime (GGUF/ONNX) engine for Java via native llama.cpp bindings.

🔤 High‑performance mutable UTF‑8 string engine for Java — zero‑allocation, SIMD‑accelerated operations, and raw byte‑level speed far beyond java.lang.String.

🤖 Unified primitive conversation history and memory orchestration for the FastJava AI ecosystem

📁 Ultra‑fast native file I/O for Java — unbuffered reads/writes, memory‑mapped files, overlapped async operations, and zero‑copy DirectByteBuffer pipelines up to 20× faster than java.nio.

🤖 Cognitive mind layer, planning loop orchestrator, and multi-agent manager for the FastJava AI ecosystem