dsh-context: a visual dashboard for diagnosing agent context bloat, cache hits and token spend

aigclink · x · 2026-10-21

dsh-context is a diagnostic dashboard built for DSH that visualizes what's inside an agent's context window: per-component token breakdown (system prompt, tool schemas/results, assistant messages), compression events across turns, and a Fleet view for parent/child agent context and cost. The screenshots show 211.6M tokens over 30 days, 98.46% cache hit rate, and per-session cost tracking — useful for debugging context bloat and spend.

Related event: dsh-context: Open-Source Tool Visualizes Agent Context and Token Costs(2 posts)→

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