Context Management & Reliability

Keep long-running Claude systems reliable. Engineer the context window against lost-in-the-middle and lossy summarization, propagate structured errors instead of swallowing them, annotate coverage and provenance, persist state across context boundaries, and optimize token budgets with prompt caching and stratified human review.