Context engineering
What is context engineering?
Context engineering is the practice of deciding what information to put in front of a model for a given task. It replaces prompt engineering's focus on phrasing with a focus on selection: which facts, which examples, which history, in what order, within a finite context window. It is a real discipline because more context is not better context — irrelevant material crowds out relevant material and degrades the answer. Done well, it is invisible: the model appears to already know what it needed, because the right material was assembled before the request reached it.
What this is called in Tempreon
Dynamic context assembly
Tempreon does this automatically. Each interaction gets context drawn from your stored memory plus the patterns the system has learned about how you work, without you pasting a prompt.