🔡 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.
⚖️ Automated SOX compliance document-to-rule verification and hybrid semantic matching engine for Java.
🎙️ Ultra-Fast Zero-Shot AI Voice Cloning & Voice Conversion Engine for Java.
🔊 High-performance native Text-to-Speech engine for Java — ultra-low latency synthesis via Matcha-TTS, VITS, Kokoro Studio, OmniVoice, F5-TTS, Pocket TTS, Piper, Windows SAPI, and cloud backends.
📊 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.
💾 High-performance 32-byte SIMD-aligned off-heap memory allocation and page locking engine for Java.
🔀 Ultra-fast multi-modal and dense-sparse hybrid search fusion for Java — Reciprocal Rank Fusion (RRF) combining BM25 keywords and vector search.
⚡ 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.
📁 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.
✂️ Minimal, deterministic, high-performance C++/AVX2 code tokenizer and lexical analyzer for Java. Zero-allocation, O(n) syntax parsing engine.
🔐 Hardware-backed Windows Credential Manager and DPAPI key management for Java
🎯 Ultra-fast semantic reranker, cross-encoder scoring, and context pruning for Java — reduces prompt bloat and eliminates LLM hallucinations.
⚡ High-performance, low-overhead native video streaming engine for Java (DXGI Desktop Duplication, QSV/NVENC/AMF, RTMPS)
👻 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.
🖱️ High-speed raw mouse input logger, microsecond .mousebin dual-format stream compressor, and heatmap engine for Java.
🖼️ Native Windows 11 Shell thumbnail & icon extraction for Java with explorer parity.
👁️ Real-time YOLOv8/v11 & RF-DETR detection, zero-allocation ByteTrack tracking, and Screen-VLM grounding for Java.
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