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Session

User
prabhu.parthiban@dext.com · Prabhu Parthiban
Started
2026-08-14 13:02
Last activity
2026-08-14 13:02
Questions
2
Grouping
backfill — reconstructed from timing by migration 011
session_id
d988a250-8426-4566-8f18-ce43cad562ab

Transcript

  1. 2026-08-14 13:02 ask success $0.3706 73.5 s full detail →
    What is the first_activity_grouped_source, first_activity_raw_source, and first_activity_source for derived_account_id 7123721649 in the accounts_marketing_summary table?
    No answer recorded.
    Account Activity
  2. 2026-08-14 13:02 ask success $0.2439 90.7 s full detail →
    In the salesforce_person_graph_staging table, for account_crn = 7123721649, what are the values of sf_lead_source, raw_prospect_marketing_source, and prospect_marketing_source?
    No answer recorded.

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.