Tool output truncation helps a lot and is one of the best ways to reduce context bloat. In my coding agent the context is assembled from SQLite. I suffix the message ID to rehydrate the truncated tool call if it’s needed and it works great. My exploration on context management is mostly documented here https://github.com/hsaliak/std_slop/blob/main/docs/CONTEXT_M...