dsh-whale-report

After agents run through many tasks, the hard questions are rarely “what did it do?”, but “which sessions were the most expensive?”, “why did retries suddenly appear?”, “which operations deserve attention?”, and “what should be improved this week?” dsh-whale-report, presented as DeepTrace, turns DSH sessions, tokens, costs, tool calls, risks and anomalies into agent reports that are actually readable and actionable.

Instead of acting as a simple log viewer, it aggregates session events into a deterministic report with overview findings, session drilldowns, trends, risk signals and read-only improvement suggestions. It covers peak/off-peak cost estimation, live session billing, token breakdown, activity patterns, tool health, retry bursts, dangerous operations, secret presence scans and collaboration review, while generating reports locally without extra model tokens and keeping session data read-only.

It is a good fit for DeepSeek Harness users, automation builders and anyone who wants to review agent cost, reliability and usage patterns over time. Whether you are trying to control spending, trace unexpected retries, or understand friction in human-agent collaboration, it turns scattered session events into evidence you can inspect and improve from.