SOMA – Somatic Operating Model Architecture
Type: Software Status: POC Tech Stack: Python, FastAPI, Uvicorn, psutil, httpx, Pydantic, Ollama, InfluxDB 2.7, React 18, Recharts, Tailwind CSS, Vite, Docker Problem Statement Current AI systems operate completely detached from their physical infrastructure. Even when a server is under extreme load, overheating, or running low on memory, the AI responds identically as when idle. […]
ARACHNE – Autonomous Research Agent Cluster with Hierarchical Navigation Engine
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 […]
Elementor-Manager
Type: Software Status: Prototype Tech Stack: Python, Flask, MySQL, SQLite, Jinja2, MCP (stdio/SSE), REST API Problem Statement Managing multiple WordPress websites with Elementor builder requires repetitive manual work across different admin interfaces. Content changes across multiple sites (e.g., contact details, YouTube embeds, footer texts) must be performed individually. Elementor stores its data in serialized JSON […]
TYPO3-Manager
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 […]
Dailys – News Generation Pipeline
Type: Software Status: V.1.0 Tech Stack: Python, Flask, SQLite, Playwright, OpenAI API, Discord/Midjourney, WordPress REST API, Buffer GraphQL API, Telegram Bot API, Docker (Xvfb + noVNC), Keycloak/OIDC Problem Statement The daily creation of AI-generated art reflecting current events requires a multi-step manual workflow: news research, prompt engineering, image generation, post-processing, and publishing across multiple platforms. […]
NFCryptoAuth – NFC Authentication & Cryptographic Signing
Type: SoftwareStatus: POC Tech Stack: Python, Flask, SQLite/PostgreSQL, ECDSA (python-ecdsa), Web3/Blockchain (Polygon/Ethereum), ReportLab (PDF), JWT, Gunicorn, Docker, Nginx Problem Statement Art forgery and lack of provenance tracking have been problems in the art market for centuries. Existing certificates of authenticity are easily forgeable, and the chain of custody is usually documented only on paper. Even […]
Trad0r – AI-Powered Crypto Trading
Type: Software Status: Prototype Tech Stack: Python, Flask, SQLAlchemy, SQLite, Binance API, OpenAI/Claude/Ollama, Telegram Bot API, HTML/CSS/JS Problem Statement Crypto markets operate 24/7 with extreme volatility. Manual market observation and trading decisions are time-consuming, emotionally stressful, and error-prone. Existing trading bots are based on rigid rule sets without contextual market analysis. The integration of modern […]
AppForge – Low-Code Application Builder
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 […]
AI Council – Multi-Agent Discussion Platform
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 […]
godM0d3 – Modular Self-Hosted Plugin Platform
Type: Software Status: Beta Tech Stack: Python, FastAPI, SQLAlchemy 2 (async), Pydantic v2, Celery 5, Redis 7, React 18 (TypeScript), Vite 5, Tailwind CSS 3, PostgreSQL 16, Ollama, Docker Compose Problem Statement Self-hosted productivity and AI tools are fragmented: each service (chat, email, calendar, invoicing, knowledge base) runs as a separate application with its own […]