Tinker, Mira Murati’s initial product from her AI startup Thinking Machines Lab, is a managed API for fine-tuning large language models via Python, designed for research teams. Currently in private beta, it offers simplicity in model training while managing distributed complexities, but lacks public availability, clear pricing, and production readiness.