🛠️ Cloud · Software · Systems · Network · Infrastructure — Architect/Engineer
🔬 Independent scientist — practical cybernetics for live systems
🤖 AI Steward — partnership-driven human–AI collaboration, on open weight models
- 🧬 godon — godon-dev · open-source live systems tending & causal discernment engine (AGPLv3, since 2019). Live coupled systems are more coupled than any model contains. Godon attains the model empirically — running the system becomes measuring it — grooms it as the system drifts, and puts it to the founding aim: live systems guided rather than endured. Understood until they lose their fearsomeness; worked with, not against; moved within their own grain by small, guarded touches; given back to as much as drawn from — steered, step by step, toward states chosen with them, not imposed on them. For human and AI co-pilots. docs
- ⚙️ AI-augmented operations — agentic metaheuristics: optimization techniques agentified, distributed, standardized
- The Impulse Protocol: Non-Destructive Coupling Discovery in Autonomous Agents (2026) — doi.org/10.5281/zenodo.21962956
- From Edges to Curves: Calibration of Autonomous Coupling Characterization in Live Systems (2026) — doi.org/10.5281/zenodo.22127166
- From Curves to Cascades: Composed Coupling Prediction Among Autonomous Agents (2026) — doi.org/10.5281/zenodo.22401439
- The Steerwish: Intent Kept on Live Systems (2026) — doi.org/10.5281/zenodo.23948170
- 🧰 Everything Open Source Infrastructure Operations — cloud to bare metal, GCP, Kubernetes, Nix, deep networking
- 🧬 Metaheuristics-driven config or stack optimization
🤝 Open to collaboration & consultancy.
⚙️ Generic Programming Languages I favor
- Package management and system configuration
- Infrastructure as Code