Compress What You See, Not What You Say: Anchored Context Distillation for Latent-Observation Software Engineering Agents
Latent Observations, Hard Actions (LOHA), a context layout that separates compressed history from text needed for exact reference, with Anchored Context Distillation (ACD), a training method that enables latent reading while constraining behavioral drift are combined to reduce context while preserving action-critical i...