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bjoernbethge/README.md

🚀 About Me

class BjoernBethge:
    def __init__(self):
        self.building_since = "C64"
        self.spatial_computing = "22 years"
        self.automotive = "16 years @ VW"
        self.movement_practice = "30 years"
        self.philosophy = "I don't sell solutions. I build systems — with you, not for you."

    def current_focus(self):
        return [
            "agent-farm — DuckDB-based multi-org agent swarm",
            "Multi-Model Teams — Claude as partner, not tool",
            "Geo sims, digital twin of Earth, ML models meet Unreal",
        ]

    def changelog(self):
        return "Built multi-agent systems before they were cool. Usually about a year early."

🏢 Organizations

agentic-dev-io synapticore.studio synapticore-io

Org Focus What happens here
agentic-dev.io Development Agent frameworks, MCP tooling, Claude Code plugins. From idea to running system.
synapticore.io Research Open Science Lab. Spatial intelligence, physics-inspired ML, scientific computing.
synapticore.studio Design What if intelligence doesn't need weights — but geometry? DCC pipelines meet AI.

Research → Design → Dev. Sometimes the Ds swap.


🛠️ Tech Stack & Tools

Languages & Frameworks

Python Rust C++ TypeScript GDScript

AI/ML & Data Science

PyTorch Polars scikit-learn MLflow Ollama Burn smartcore

Data & Infrastructure

DuckDB SurrealDB Qdrant PyO3

3D & Game Engines

Blender Godot Unreal Engine

Tools & Platforms

uv Bun Docker Git Linux


📦 Published Work

> uv sync björn
12 packages on PyPI. Plus co-maintaining Anthropic's skills-ref. More brewing.

> ollama list bjoernb
8 models published. 7k+ pulls. Herding neural networks, not llamas.

> huggingface-cli whoami
3 models · 5 spaces · MCP servers that turn images into 3D objects

PyPI Ollama HuggingFace


🔗 Connect

Email ORCID


💭 Philosophy

"I don't sell solutions. I build systems — with you, not for you."


Pinned Loading

  1. agentic-dev-io/agent-farm agentic-dev-io/agent-farm Public

    DuckDB Spec-OS for multi-org AI agent swarms. 175+ SQL macros, Spec Engine, MCP Apps, meta-learning.

    Python 1

  2. agentic-dev-io/mao agentic-dev-io/mao Public

    Multi-agent orchestration with MCP — LangChain, DuckDB vector storage, FastAPI. No external vector DB required.

    Python 2

  3. synapticore-io/marimo-flow synapticore-io/marimo-flow Public

    Interactive ML notebooks with reactive updates, AI assistance, and MLflow tracking

    Python 11 1

  4. synapticore-studio/infinigen-agents synapticore-studio/infinigen-agents Public

    Infinite Photorealistic Worlds using Procedural Generation

    Python

  5. synapticore-studio/bpy-widget synapticore-studio/bpy-widget Public

    Interactive Blender 3D viewport widget for notebooks with real-time Eevee Next rendering.

    Python 1

  6. synapticore-studio/astronomical synapticore-studio/astronomical Public

    Blender 4.5+ extension for scientific astronomical visualization — Astropy, AstroPhot, FITS import, stellar shaders, galaxy nodes.

    Python 1