Type: Software  Status: Alpha Tech Stack: Python, FastAPI, SQLAlchemy 2.0 (async), aiosqlite, SQLite, Vanilla JS, Tailwind CSS, WebSocket Problem Statement Individual AI models have inherent biases and blind spots. Users receive only one perspective on complex questions, depending on the chosen model and provider. There is no simple way to systematically have multiple AI models with different ‘personalities’ debate each other and consolidate through voting. Cross-provider comparisons require manual copy-paste between different interfaces. Description A web application where multiple AI agents with their own personalities and models discuss, debate, and

Type: Software  Status: Alpha Tech Stack: Python, spaCy (NER), Faker, cryptography (Fernet/PBKDF2), Click, pathspec, chardet, tkinter, rich Problem Statement Developers and companies want to use AI tools for code reviews and debugging but cannot send code with real API keys, passwords, company names, or personal data to external services due to privacy and security concerns. Manual redaction is error-prone and time-consuming. No tool exists that automatically detects and reversibly anonymizes both technical secrets and contextual personal data. Description Anonymizes sensitive data in code and text files before sharing them with

Type: Software  Status: Prototype Tech Stack: Python, FastAPI, SQLAlchemy, Alembic, Pydantic, JWT, React 18 (TypeScript), TanStack Query, Tailwind CSS, Vite, React Flow, PostgreSQL, Docker, Nginx Problem Statement Developing database-driven web applications requires deep knowledge of backend frameworks, ORM configuration, database migrations, API design, and frontend development. Existing low-code platforms are either proprietary and cloud-bound, offer no real code generation, or create vendor lock-in. A self-hosted solution that enables both visual design and standalone, deployable code is missing. Description A comprehensive low-code platform for visually building database-driven web applications. Offers five

Type: Software Status: POC Tech Stack: Python, FastAPI, Ollama, Playwright, ChromaDB (RAG), SQLite, React, WebSocket, Docker Problem Statement Manual research on complex, rapidly changing topics (crisis situations, markets, technology trends) is time-consuming, error-prone, and not scalable. Individual search engines only provide snapshots, not continuously updated, quality-assessed knowledge bases. Existing monitoring tools are limited to specific data sources and offer no intelligent filtering or deduplication. Description A distributed, AI-driven multi-agent research system that autonomously collects, evaluates, and builds structured knowledge from the web. A fast orchestrator model distributes research tasks to

Type: Software Status: Beta Tech Stack: Python, FastAPI, Uvicorn, Transformers (Florence-2, JoyCaption), PyTorch, React, Vite, TypeScript Problem Statement Training AI image models (LoRA, DreamBooth, fine-tuning) requires image datasets with high-quality text descriptions. Manual captioning is extremely time-consuming, and automatic tools rarely offer a visual gallery view, multi-model support, or the ability to switch between caption formats (full text, tags, short description). Batch processing with subsequent manual correction in an integrated workflow is missing. Description A lean tool for creating image descriptions for AI training datasets. Images are displayed in a

About the project: The “Dailys” art-project is a combination of automated web scraping, AI text analysis, and generative AI art. Daily, news content is automatically collected from www.orf.at. Following this, a specialized AI utilizes this data to create a summary of the most important events. Based on this summary, the AI analyzes the prevailing mood of the news to construct a “mood picture of the day.” Based on this mood picture, the AI finally designs a visual artwork that captures the essential atmosphere of the day and presents it in the

Ghost in a Box is an art project that specializes in connecting various creative disciplines, including digital art, AI art, photography, and blockchain technology. It creates impressive and thought-provoking artworks that harmoniously combine both analog and digital elements. In doing so, it bridges the gap between classical and modern art forms, deepening the understanding of the complex relationships between these seemingly different worlds. Ghost in a Box also utilizes blockchain technology to create digital artworks that are genuine, limited, and secure, positioning itself at the forefront of a new movement

Type: Software Status: Beta Tech Stack: PHP, JavaScript (V1) — Python, React, FastAPI, NFC, PostgreSQL, Leaflet (V2) Problem Statement Public art is typically large, obvious, and institutionally curated. No system connects miniature artworks in secret locations with a digital collecting and discovery mechanic. The connection between physical discovery (treasure hunt principle) and digital authentication and collection (NFC + blockchain) does not exist as a platform. Existing geocaching platforms have no art focus and no cryptographic authenticity verification. Description A platform for hidden miniature art installations in public spaces that connects

kAI zero is an experimental art and music project that explores the creative potential of artificial intelligence. At its core, the project is both an artistic experiment and a cultural inquiry: how far can machine-generated music go, and what happens when technology becomes a co-creator rather than just a tool? The debut album, released on August 22, 2025, features 25 original tracks that merge human ideas with AI-driven composition. Each piece reflects a different facet of this collaboration – from abstract soundscapes to rhythm-driven explorations – resulting in a body

Type: Software  Status: Beta Tech Stack: Python, python-vlc, pygame (Joystick), tkinter Problem Statement Art installations and exhibitions often need a dedicated, robust video player that works on retro hardware (CRT TVs) with unconventional input devices (joysticks). Standard media players are oversized for these scenarios, offer no joystick control, and no CRT-optimized interface. A minimalist, exhibition-ready player is missing. Description A minimalist fullscreen video player designed for CRT televisions with joystick control. Offers loop mode, volume control, 10-second skip, and a large CRT-optimized start screen. Controlled via joystick buttons/analog stick or

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Type: Software Status: POC Tech Stack: Python, React, Ollama, Leaflet/MapLibre, SQLite, FastAPI, PWA, Docker Problem Statement In crisis, disaster, and field deployment scenarios, internet connectivity is frequently unavailable. Existing AI assistants, map services, and knowledge databases are entirely cloud-dependent and therefore useless in offline operation. An integrated, offline-capable platform combining AI support, map material, medical knowledge, survival techniques, and tactical information on a single device — without network dependency — is missing. Description An offline-capable field intelligence platform providing AI-powered decision support even without internet connectivity. Comprises 16 modules: local

Panacuda Hunters is our ongoing livestream where we bring together art, technology, and playful exploration. It is an open laboratory, a digital studio, a space where things can take shape – and sometimes fall apart. We don’t only show results; we show the path that leads to them. And that path is rarely linear. In the streams, we discuss current topics or work live on projects, objects, and ideas. We code, model, design, construct, improvise, research, and talk things through. Sometimes what emerges are small, fleeting moments; sometimes they become

Type: Software Status: POC Tech Stack: Python, OpenAI Assistants API, Pyglet, PyAudio, SpeechRecognition, tkinter Problem Statement AI assistants communicate almost exclusively via text. For exhibitions, events, and interactive installations, a visual presence is missing — a ‘face’ that reacts to questions and shows human-like animations. Existing avatar solutions require elaborate 3D engines, professional motion capture, or cloud rendering. There is no lightweight solution that provides an animated, speaking AI avatar with real-time interaction on standard hardware. Description An animated AI avatar system with real-time voice output and robotic audio effects.

The Pannonians are a distinctive artist collective based in the heart of Burgenland, Austria, inspired by a playful narrative of cosmic travelers landing in Pannonia to introduce new artistic perspectives. This concept is embodied in their signature style, the “Pannonian Cut.” The collective’s works span diverse artistic forms, seamlessly integrating modern digital technologies. This innovative approach creates a bridge between physical and digital realms, fostering connections across artistic mediums and eras. Comprised of a diverse group of artists, each member contributes unique skills and perspectives, enriching a collaborative environment that

Type: Software  Status: POC Tech Stack: Python, FastAPI, SQLAlchemy (async), Celery 5, Redis 7, PostgreSQL 16, faster-whisper/WhisperX/OpenAI Whisper, PyTorch (CUDA 12.6), React 18, Vite, TypeScript, Docker Problem Statement Transcription of meetings, interviews, and conferences requires not only speech-to-text but also speaker recognition (who said what?). Cloud-based services are expensive and problematic from a data privacy perspective (GDPR). Local alternatives rarely offer comparable quality, no provider comparison, and no admin dashboard for monitoring quality and performance of different Whisper variants. Description A complete transcription platform with three Whisper variants (faster-whisper, OpenAI-Whisper,

Type: Software Status: In Development Tech Stack: Python, Flask, MySQL, SQLite, Jinja2, MCP (stdio/SSE), REST API Problem Statement TYPO3-based websites, especially in public and institutional sectors, suffer from the same problems as WordPress installations: fragmented administration, no central control across multiple instances, and labor-intensive manual content maintenance. TYPO3’s complex database structure with nested content elements and page tree hierarchies makes direct automation without specialized tooling extremely difficult. Description A Python web application for direct management and automation of TYPO3 websites via MySQL database access. Offers multi-site management, page/post/menu administration, task