Context Object: State Management and Trace Propagation

In our previous articles, we explored the 11-step execution pipeline that secures every AI call. At the center of that pipeline sits a silent but essential hero: the Context Object. If the pipeline is the "Heart" of apcore, the Context is its "Nervous System." It is the object that carries state, id