Ultrafast native C++ JNI in-memory vector database for the FastJava AI ecosystem

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

High-performance, zero-allocation multi-item layout engine for Java (Grid, Masonry, Gallery). Part of the FastJava Ecosystem.

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

⚡High-performance, JLine-free, True-Color & Emoji-enabled Terminal Engine for Java with Native Keyboard and Mouse Support

⚡High-performance native ghost cursor overlay for Java applications with GPU-accelerated DirectComposition rendering. Features smooth 60fps animations, multi-monitor support, and text display in speech bubbles. Ideal for tutorials, demos, and visual feedback systems.

⚡ High-performance native Windows file I/O for Java. Replaces java.nio with unbuffered I/O, memory-mapped files, and zero-copy operations.

⚡ 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.

Unified, zero-bloat local RAG pipeline client for the FastJava AI ecosystem

Deterministic execution runtime and system tool manager for the FastJava AI ecosystem

⚡ Ultra-fast native wake-word detection for Java, built for low-latency voice triggers in AI agents and hands-free automation.

⚡High-Performance, Zero-Allocation native Audio Processing and Formant Analysis for Java

⚡High-Performance, Zero-Allocation ANSI and VT100/VT220 Escape Sequence Parser and Compositor for Java

Behavioral typing sensor for the FastJava ecosystem. Reconstructs text streams from raw hardware events and analyzes typing rhythm (timing signatures).

⚡High-Performance, Zero-Allocation Unicode and East Asian Width (EAW) Emoji Width Engine for Java

High-performance native Text-to-Speech (TTS) engine for Java. Ultra-low latency via JNI-based Windows SAPI, Piper, and Kokoro integration. Supports ElevenLabs & Azure Cloud backends with real-time streaming support.

High-performance byte array operations with SIMD acceleration for the JVM. Part of the FastJava ecosystem.