GitHub has consolidated its position as the central hub for building autonomous AI agents, with a constellation of open-source frameworks now enabling developers to transform a single foundation model into fully autonomous systems capable of production workloads. From stateful orchestration layers to type-safe agent construction, a decade's worth of ML infrastructure maturation is collapsing into repositories accessible to any developer.
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