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Learning from Mature Coding Agents (34): Telemetry and Cost Tracking — You Count Tokens, Then What?

rivumi now has CostBreakdown, an explicitly estimated static GPT-5-family price table, per-lane usage/cost, and OTel cost fields. Unknown models still show tokens without invented dollars; broader pricing coverage, authoritative external-CLI bills, and live billing reconciliation remain open.

Rivumi model roles, fallback, cache hints, and estimated cost

Rivumi uses a static model-role catalog and retries or falls back only after retryable provider errors. Cache data is a provider hint plus trace, while cost is a static-table estimate; neither is live routing intelligence or a bill.