🔧 Our Solutions
From model orchestration to virtualization pipelines, Eclipse Cyber Nexus provides deeply integrated systems for those who build boldly.
⚙️ AI Model Automation
Cut the complexity. Our tools streamline:
- Local model execution via Ollama
- Batch pulling & scripted updates
- Context-aware prompting & token optimization  Built to maximize your models—not your manual labor.
🖥️ Infrastructure Optimization
Your stack, your rules. We specialize in:
- Dockerized apps & headless deployments
- Nested Proxmox setups for modular testing
- Environment variable tuning for performance & isolation
Whether you’re tuning a single node or scaling a cluster—we build fast, resilient baselines.
🚀 System Engineering & Automation
Move beyond default. We engineer:
- CustomÂ
systemd services for AI stacks & tooling - Automated launch workflows with layered permission control
- CLI integrations and shell-based orchestration
Repeatability, precision, and scripts that actually survive a reboot.
🔬 Experimental Labs
We also prototype and iterate constantly. Ongoing areas include:
- Large context window optimization
- Unified AI interfaces across self-hosted tools
- GPU-based acceleration with ROCm for LLM inference
Built in the lab. Battle-tested on bare metal.