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, identity, and tracing information from the first entry point down to the deepest nested module call. In this fourteenth article, we go deep into how apcore manages the "Short-Term Memory" of an Agentic