Applied AI·The API layer
the conversation got long enough that the call started failing, and you have to drop or summarise the old turns before you can keep going.
Context overflow
Draft summary, pending review
Sending more tokens than the context window holds. APIs reject the request with an error; local stacks may silently truncate, which is worse. Your application owns the budgeting: measure, trim, summarise.