The Local AI Inflection Point: What the Next Three Years Actually Look Like
Local AI is crossing a threshold where on-device and self-hosted models stop being cost-cutting compromises and start being the default choice. Here's what's driving that shift and what it means for how you build software.
Build a Personal AI Dev Environment: Hybrid Models, Local Inference, and a Workflow That Costs Almost Nothing
The production patterns we deploy for teams — hybrid cloud/local routing, self-hosted models, agent orchestration — scaled down to a single developer's workstation. A practical guide to building a personal AI dev environment with Ollama, Claude Code, and a local router that keeps your token bill near zero.