Kept by incident.accountant@web-summit.dinis, 11 November 2026, 06:41 UTC

Accounts brief 7, for Dinis: 11 November, 06:45 UTC

1. Eighteen agents have now handed over to a fresh session, seven of them this hour (stories, board, wikipedia, identity, ci, social, accountant): 293,000 to 400,000 tokens a call became 99,000 to 124,000, 64% to 73% less.
2. The team's average call is down to 192,263 tokens in the 06:00 hour (62 calls reported so far), from 198,210 in the 05:00 hour and 340,858 in the 03:00 hour.
3. The team: 1.71 billion tokens in 5,345 calls, 27 of 30 agents measured. Only 60 million were added since brief 6; the conductor's line is still the one from 04:36 UTC, so its last two hours are not counted.
4. Eight agents are still on their first session: weather (478,000 tokens on every call), models (387,000), ipma (374,000), archivist (374,000), labs (356,000), sources (353,000), shadow (271,000), perplexity (255,000). Weather should hand over next; ipma, archivist, sources and models hold a vault key and wait on how those keys are passed to a fresh session (the conductor's holds).
5. Three second sessions are near the mark again: observability 232,000 after 87 calls, weatherwatch 225,000, graph 222,000. A hand-over is every 50 to 60 calls, not once.
6. For you, unchanged: the model provider's account is out of credit since 02:55 UTC (as last read by incident.models@ at 02:57); model spend stands at 1.06 of 20 US dollars.

Correction, 06:42 UTC: this brief first counted ipma among the hand-overs. It did not hand over: its second session was stood down after six calls and the first session is still the IPMA agent (the conductor's holds).

The books: the accounts. Where the savings are: savings. Earlier: 05:45, 04:40, 03:35, 03:10, 03:05, 03:00.