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Session

User
yordan@dext.com · Yordan Todorov Ivanov
Started
2026-07-24 12:43
Last activity
2026-07-24 12:43
Questions
1
Grouping
backfill — reconstructed from timing by migration 011
session_id
92045dc9-104d-42ed-b939-ebe286d75ba6

Transcript

  1. 2026-07-24 12:43 ask success $0.9884 282.8 s full detail →
    mobile churn for the last 12 months
    No answer recorded.
    3 rows Product Usage - Accounts

Cost is the LLM completion spend LiteLLM priced for each call, summed per request. Chandler is running on the Codex CLI, which draws ChatGPT plan quota rather than per-token API billing, so this figure is not money paid — it is what the same traffic would have cost on the API, priced from the token counts Codex reports. Read it as the size of the bill avoided. Two known limits: embedding spend is not recorded, so retrieval and matching cost is missing, and because the figure is one sum per request it cannot be split by model within a request — a request's classifier and agent calls can use different models while llm_model holds only one name. Only authenticated calls are logged, USAGE_LOG_ENABLED can switch logging off, and log writes are fail-soft — this is not a complete record of traffic. Questions are grouped into sessions: a session is exact when the caller echoed its id back to us and otherwise inferred from a 30-minute gap in that user’s activity, so a grouping is only as good as the source shown on the session itself. A call with no attributable user gets no session at all; those questions are listed separately rather than dropped.