Why 'Local-First' Is the New Stack: How to Build Data-Sovereign AI Apps with Local LLMs, Private Vectors, and Zero-Cloud Dependencies

Originally published on tamiz.pro. For the past decade, the default architecture for software development has been heavily skewed toward the cloud. We push code to CI/CD, deploy stateless containers to Kubernetes, and offload heavy cognitive tasks to external APIs.