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@AI-Engineering-at

AI Engineering

Lokale AI-Systeme fuer DACH-KMUs. DSGVO-konform, dokumentiert, auditierbar. Made in Austria.
README.md
AI Engineering — Local AI. Open Tools. Real Ops.

We build and operate local AI infrastructure. No cloud dependency, no data leaving your hands. 9 nodes, 3 GPUs, 37 workflows in production — self-hosted in Austria.

Alle Projekte sind bilingual (DE + EN) verfuegbar.

Open Source

Project What it does
Wiki 106+ free articles on local AI, GDPR, EU AI Act
Hub 900+ AI skills and MCP servers — searchable, installable
NSS 3.1.1 6-layer defensive architecture for sovereign AI
Homelab MCP 8 MCP servers for Docker, Proxmox, n8n, monitoring
TuneForge Fine-tuning pipeline for local LLMs
Legal Framework EU AI Act + GDPR compliance templates
TurboQuant 100k context on RTX 3090 with TurboQuant

Research

TurboQuant on Consumer Hardware — First European team to benchmark TurboQuant (ICLR 2026) in a homelab. 100k tokens context on RTX 3090 with only 8.5% TPS loss. Read the whitepaper

Curated Collection

We test and maintain forks of the best open-source AI tools — integrated into our stack:

ATLAS HolyClaude AutoResearch oh-my-claudecode GoClaw adversarial-dev TurboQuant+ UI-UX-Pro-Max

Stack

Docker Swarm Ollama n8n Grafana PostgreSQL Next.js Claude Code MCP

About

Founded by Joerg Fuchs — mechatronics engineer, 13 Anthropic certifications, NVIDIA Developer.

kontakt@ai-engineering.at — Eisenstadt, Austria

Popular repositories Loading

  1. llama-cpp-turboquant-guide llama-cpp-turboquant-guide Public

    Practical guide: TurboQuant KV-cache quantization for llama.cpp. Run 122B models on consumer GPUs.

    Shell 7 3

  2. homelab-mcp-bundle homelab-mcp-bundle Public

    8 MCP servers for self-hosted homelab infrastructure. Docker, Proxmox, n8n, monitoring, secrets.

    Python 4

  3. nss nss Public

    6-Layer Defensive Architecture Sovereign, GDPR-compliant AI security standard for the EU Guardian Shield

    Python 3

  4. ai-agent-legal-framework ai-agent-legal-framework Public

    AI Agent Legal Framework — EU AI Act + GDPR compliance wizard for digital employees

    Python 3

  5. legal-scraper legal-scraper Public

    EU AI Act Legal Scraper — Automated EU/AT/DE/CH legal aggregation with full-text search and change detection

    Python 3 1

  6. wiki wiki Public

    AI Engineering Wiki — Enterprise Knowledge Base for AI, LLMs, Compliance & Self-Hosted Infrastructure

    MDX 3

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