🔡 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.
⚖️ Automated SOX compliance document-to-rule verification and hybrid semantic matching engine for Java.
🧭 Next‑generation command‑line workspace — a unified terminal, file explorer, and AI shell with live navigation, visible agent actions, interactive previews, and keyboard‑first workflows built on the FastJava ecosystem.
🖼️ 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.
⚡ 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.
🖼️ Native Windows 11 Shell thumbnail & icon extraction for Java with explorer parity.
🔀 Ultra-fast multi-modal and dense-sparse hybrid search fusion for Java — Reciprocal Rank Fusion (RRF) combining BM25 keywords and vector search.
🎯 Ultra-fast semantic reranker, cross-encoder scoring, and context pruning for Java — reduces prompt bloat and eliminates LLM hallucinations.
🗂️ 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-speed raw mouse input logger, microsecond .mousebin dual-format stream compressor, and heatmap engine for Java.
🖥️ 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.
🧠 Lock-free shared agent state, blackboard memory, and reactive state delta pipeline for Java.
🏎️ Unified hardware vector acceleration engine (AVX2, AVX-512, NEON) for Java.
👻 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-performance 32-byte SIMD-aligned off-heap memory allocation and page locking engine for Java.
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