Architecting Secure Local-First AI Agents with...

The Shift to Local-First Agentic AI As we move toward more autonomous systems, the "Data Sovereignty vs. Capability" debate is intensifying. For many organizations and researchers, sending proprietary data or research logs to cloud-based LLMs is a non-starter. During my work on AetherMind (a research knowledge graph project), I set out to architect a "Zero-Trust" local environment for AI agents. The goal was simple but the execution was complex: Inference: High-performance local LLMs via Ollama.