Local‑first AI Orchestration DGX Spark · RTX 3090 · M‑series

MEWX.AI · Full‑Stack AI in the Real World

This is a working lab notebook for building and deploying local‑first AI systems — models running on real hardware, orchestrating real tools: documents, spreadsheets, images, video, and code. No hype. Just pipelines.

Lab philosophy

MEWX.AI is built around one belief: AI is a human amplifier, not a replacement. The goal is to master the entire stack — math, models, hardware, and deployment — so that small, targeted systems can do real work alongside experienced humans.

This site tracks that journey: the wins, the dead‑ends, the benchmarks, and the long‑term experiments in orchestrating multiple models and tools into something that feels like a practical “AI assistant factory” you can run at home.