Notes on building production ML systems, architecture decisions, and lessons from the field.
The dirty secret of AI in production: models are the easy part. Pipelines, monitoring, and operational discipline are what separate demos from products.
The smartest AI systems won't run one model — they'll route between many. Model routing is becoming the new standard for production AI.