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Operations dashboard

Requests, tokens, speed, caching and failures

Requests over time

Every question, grouped by what happened to it

Where answers came from

Fresh model answers versus cache hits, refusals and failures

    Response time

    Average and slowest 5% (p95) per period, in seconds

    Token usage over time

    Input tokens billed in full, input served from OpenAI's prompt cache (about half price), and output

    Where the time goes

    Average seconds per stage, for freshly generated answers

    Tokens by stage

    Router, answer model, cache embedding and cache verifier

    Response-time spread

    How many requests finished in each time band

    What people ask about

    Topics the router matched (customer, repair, fault, cost...)

    Models and cost

    Estimated from your price settings in config.json

    Failures and issues

    Requests that failed, and SQL the safety check rejected or the database refused

    Request log

    WhenQuestionOutcomeTimeTokens inoutCostSQL