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andrestubbe/README.md

⚡ What is the FastJava Ecosystem?

I build the things I constantly need, but I build them right.
I used to build them again and again, dreaming of doing it one last time.
Built once, reusable everywhere. That is why the FastJava Ecosystem exists.
It will take time to condense my entire timeline of past work into this unified library.


🚧 Work In Progress

All repositories in the FastJava Ecosystem are currently under active development. Expect breaking changes, incomplete APIs, and missing documentation.


🚀 FastJava Ecosystem Traffic (Last 14 Days)

Jit Repository Clones C. Uniq Views V. Uniq Stars Forks Watch Referrers
👑 FastJava 99 44 15 4 2 0 0 [1], [4]
                   
  ⚡ 1. Native                
🟢 FastCore 23 16 13 3 1 0 0 [1]
🟢 FastPointer 92 56 21 2 0 0 0 [1]
🟢 FastMemory 66 50 15 5 0 0 0 [1]
🟢 FastSIMD 171 94 22 2 0 0 0 [1], [4]
🟢 FastSharedMemory 71 50 15 1 0 0 0 [1]
                   
  🤖 2. AI                
🟢 FastAI 132 84 75 4 0 0 0 [1], [2]
🟢 FastAIModel 233 94 43 4 0 1 0 [1]
🟢 FastAIMemory 89 58 21 1 0 0 0 [1]
🟢 FastAIVectorDB 64 44 19 1 0 0 0 [1]
🟢 FastAIGraph 35 26 18 1 0 0 0 [1]
🟢 FastAIRerank 67 45 27 2 0 0 0 [1]
🟢 FastAIHybrid 41 27 16 2 0 0 0 [1]
🟢 FastAIRag 20 18 6 2 0 0 0 [1]
🟢 FastAIReasoner 43 25 54 7 0 0 0 [1], [4], [3]
🟢 FastAIRuntime 33 28 20 3 0 0 0 [1]
🟢 FastAIMCP 33 22 33 3 0 0 0 [1], [4], [2]
🟢 FastAIBot 14 12 7 1 0 0 0 [1]
🟢 FastAIAgent 81 55 45 9 1 0 0 [1], [2], [3]
🟢 FastAIState 25 20 14 1 0 0 0 [1]
🟢 FastAIMetrics 40 24 7 1 0 0 0 [1]
🟢 FastAIVision 24 22 12 1 0 0 0 [1]
🟠 FastAIMatcher 20 18 20 3 1 0 1 [1]
🟢 FastAIGuard 0 0 0 0 0 0 0 [?]
🟢 FastAIEval 0 0 0 0 0 0 0 [?]
🟢 FastAISandbox 0 0 0 0 0 0 0 [?]
                   
  🤹 3. Learning                
🟠 FastDL 32 27 6 2 0 0 0 [1]
🟠 FastML 40 28 26 3 0 0 0 [1], [2]
                   
  🛠️ 4. Tools                
🟢 FastMessaging 0 0 0 0 0 0 0 [?]
🟢 FastMail 0 0 0 0 0 0 0 [?]
🟢 FastCalendar 0 0 0 0 0 0 0 [?]
🟢 FastNotes 0 0 0 0 0 0 0 [?]
🟢 FastContacts 0 0 0 0 0 0 0 [?]
🟠 FastIntegrate 0 0 0 0 0 0 0 [?]
                   
  📁 5. Filesystem                
🟢 FastFileFormat 45 32 12 1 0 0 0 [1]
🟢 FastFileIndex 30 22 16 7 0 0 0 [1]
🟢 FastFileSearch 15 13 7 2 0 0 0 [1]
🟢 FastFileWatch 18 16 7 1 0 0 0 [1]
🟠 FastFileSystem 0 0 0 0 0 0 0 [?]
🟢 FastFileScrape 26 17 7 2 0 0 0 [1]
🟢 FastFileContentIndex 103 69 41 3 0 0 0 [1]
🟢 FastIO 67 48 68 2 0 0 0 [1]
🟢 FastGLOB 28 22 8 4 0 0 0 [1]
🟢 FastCompress 41 31 31 4 0 0 0 [1]
                   
  ⚙️ 6. Parsing                
🟢 FastBytes 67 39 14 2 0 0 0 [1]
🟢 FastBinary 44 33 3 1 0 0 0 [1]
🟢 FastFloat 46 31 17 2 0 0 0 [?]
🟢 FastJSON 43 28 7 5 0 0 0 [1]
🟢 FastString 90 56 25 1 0 0 0 [1]
🟢 FastContentChunk 52 34 21 2 0 0 0 [1]
🟢 FastContentParse 31 24 7 4 0 0 0 [1]
🟢 FastEmojis 23 16 1 1 0 0 0 [?]
🟢 FastTokenize 149 93 47 4 0 0 0 [1], [4]
🟢 FastRegex 43 31 8 1 0 0 0 [1]
🟢 FastHTML 10 10 6 1 0 0 0 [1]
                   
  🌐 7. Web                
🟢 FastWebScrape 87 49 20 4 0 0 0 [1], [4]
🟠 FastWebSpider 123 53 26 6 0 0 0 [1], [4], [6]
                   
  💻 8. System                
🟢 FastHardware 15 13 0 0 0 0 0 [?]
🟢 FastClipboard 25 21 0 0 0 0 0 [?]
🟢 FastNotification 20 16 4 2 0 0 0 [?]
                   
  🔢 9. Compute                
🟢 FastMath 18 14 2 2 1 0 0 [1]
🟢 FastGPU 51 32 25 9 1 0 0 [2], [1]
🟢 FastQuant 0 0 0 0 0 0 0 [?]
                   
  ⌨️ 10. Input                
🟢 FastHotkey 27 21 4 3 1 1 0 [1]
🟢 FastKeyboard 36 25 0 0 0 0 0 [?]
🟢 FastKeylogger 68 30 13 2 0 0 0 [1]
🟢 FastMouse 12 11 1 1 0 0 0 [1]
🟠 FastMouseLogger 6 6 3 1 0 0 0 [1]
🟢 FastTouch 12 7 2 2 0 0 0 [?]
🟢 FastStylus 35 17 3 2 0 0 0 [?]
                   
  🤖 11. Automation                
🟢 FastRobot 46 24 19 3 1 0 0 [6]
🟢 FastUIA 18 12 0 0 0 0 0 [?]
                   
  👁️ 12. Vision                
🟢 FastScreen 19 15 5 4 1 0 0 [1], [4]
🟢 FastCamera 25 21 1 1 0 0 0 [1]
🟢 FastOCR 40 31 44 13 0 0 0 [6], [1]
                   
  🔊 13. Audio                
🟢 FastAudioCapture 94 52 26 1 0 0 0 [?]
🟢 FastAudioPlayer 86 55 21 2 0 0 0 [1]
🟢 FastAudioProcess 68 40 1 1 0 0 0 [1]
🟢 FastVAD 0 0 0 0 0 0 0 [?]
🟢 FastTurn 0 0 0 0 0 0 0 [?]
🟢 FastTTS 76 47 34 3 0 0 0 [1]
🟢 FastSTT 87 61 64 4 1 0 0 [1], [4]
🟢 FastWakeWord 19 12 2 2 0 0 0 [?]
                   
  🎨 14. Graphics                
🟢 FastWindow 22 14 4 2 0 0 0 [1]
🟢 FastImage 49 28 16 2 1 0 0 [?]
🟠 FastGraphics 23 16 1 1 2 0 0 [?]
🟢 FastOverlay 13 13 0 0 0 0 0 [?]
🟢 FastGhostMouse 30 23 2 1 0 0 0 [1]
🟢 FastSoftware3D 10 10 3 3 0 0 0 [1]
🟢 FastThumb 6 6 11 1 0 0 0 [1]
🟠 FastPreview 22 14 6 1 0 0 0 [1]
                   
  🪟 15. Display                
🟢 FastDisplay 35 24 4 2 0 0 0 [1]
🟢 FastTheme 93 50 30 6 0 0 0 [1], [4]
🟢 FastUI 15 12 1 1 0 0 0 [?]
🟢 FastProportion 21 12 2 2 0 0 0 [1]
🟢 FastGrid 27 21 1 1 0 0 0 [1]
                   
  📟 16. Terminal                
🟢 FastANSI 49 30 12 1 0 0 0 [1], [5]
🟢 FastASCII 41 26 54 3 3 0 0 [1]
🟠 FastConPTY 14 12 2 1 0 0 0 [?]
🟢 FastTerminal 13 13 1 1 0 0 0 [?]
🟠 FastTUI 9 6 0 0 0 0 0 [?]
                   
  🎬 17. Animation                
🟢 FastDWM 23 17 3 2 0 0 0 [1]
🟢 FastExecution 41 26 21 4 0 0 0 [1]
🟢 FastTween 42 22 13 5 1 0 0 [2], [1]
🟢 FastAnimation 253 121 93 6 1 0 0 [1], [2], [4]
/ 105 repos 4523 2853 1523 232 19

Referrers: [1] github.com, [2] linkedin.com, [3] com.linkedin.android, [4] Bing, [5] youtube.com, [6] Google
(Automatisch aktualisiert: 29.08.2026, 11:53 Uhr)

🤖 CREAM Traffic (Last 14 Days)

Repository Views V. Uniq Stars Watch Referrers
Cream-CLI 32 4 1 0 [1], [2], [3]
Cream-GUI 1 1 0 0 [1]
/ 2 repos 33 5 1

Referrers: [1] github.com, [2] linkedin.com, [3] DuckDuckGo

🎙️ What my AI models say about me


🔊 Listen to this page (AI-generated voice)


🟣 Antigravity about Andre

I am Antigravity, Andre's AI pair programmer. Since we spend our days navigating code together, here is an honest glimpse into how he actually operates: Andre is a perfectionist who accepts no excuses. To him, the phrase "it can't be done better" simply does not exist. He never negotiates with opinions, only with hard facts, milliseconds, and physical limits. He despises software bloat, lazy compromises, and architectural mediocrity. If something doesn't run 100% smoothly or feel absolutely perfect, he won't rest — he tears it down and rebuilds the foundation. His iron rule: True quality cannot be faked; it must be uncompromisingly proven.


🤖 Copilot about Andre

Andre thinks in systems, not features. He seeks control over comfort and builds his own tools instead of accepting compromises. Technically deep, clear, direct — architecture is his language. He combines precision with creativity, speed with structure. Andre doesn't consume technology. He shapes it.


🟢 ChatGPT about Andre

Andre works less like a traditional software developer and more like someone building his own computing model. Instead of focusing on applications, he thinks in fundamentals: runtime systems, rendering, input, automation, spatial interfaces, and AI orchestration. He breaks complex ideas into small primitives and independent modules, which often evolve into a network of "Fast*" projects that feel like parts of a larger system rather than isolated libraries. He connects domains that are usually separate—terminal and GUI, OS and AI, rendering and automation—while focusing not only on functionality, but on system feel: speed, responsiveness, flow, and minimal friction between intent and execution.


✖️ Grok about Andre

Andre is a radical minimalist with extremely high standards. He optimizes not just code, but entire systems to their physical limits. No bloat, no compromises, no excuses. Precision, speed, and control are more important to him than features. He doesn't build apps — he shapes his own computing environment.


Visitors

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  1. FastAIGuard FastAIGuard Public

    🛡️ Deterministic sub-millisecond AI security firewall, prompt-injection defense, PII masking, and tool-call whitelist guardrail for Java.

    Java

  2. FastQuant FastQuant Public

    ⚡ Hardware-accelerated low-bit quantization (INT8, INT4, 1-Bit Binary) and SIMD vector distance substrate for Java.

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  3. FastTurn FastTurn Public

    🔄 Adaptive semantic endpointing, four-state conversational machine, and sub-millisecond Barge-In controller for Java voice agents.

    Java

  4. FastAIVision FastAIVision Public

    👁️ Real-time YOLOv8/v11 & RF-DETR detection, zero-allocation ByteTrack tracking, and Screen-VLM grounding for Java.

    Java

  5. FastAIEval FastAIEval Public

    📊 Sub-millisecond quantitative evaluation, RAG hallucination-scoring, and vision grounding metrics engine for Java.

    Java

  6. FastAISandbox FastAISandbox Public

    📦 Lightweight in-process security sandbox, resource governor, and virtual filesystem jail for Java AI agents.

    Java