This is a field guide for the failure mode where Honcho is technically running, but the memory it produces is noisy, empty, or actively unhelpful.
The short version: Honcho is very sensitive to input quality. Garbage in, garbage out. If you feed the deriver recalled memory, assistant task history, tool chatter, temporary troubleshooting state, and every random user request as if it were durable autobiographical truth, Honcho will faithfully preserve garbage and then recall it later as context. That makes the agent feel haunted by its own transcript.
This document describes the symptoms we saw and the final changes that made Honcho useful in practice.