15 · The Workbench
Context Compaction
Shrinking what the model sees
Summarizing or dropping older messages and tool output so long agent runs stay inside the context window without losing the thread entirely.
Concrete example
After twenty tool calls, the harness replaces raw logs with a short summary of what was tried.
Why it matters
How agents survive beyond one window of memory.