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hermes-agent/tests/agent
crdesign8 922c0d670c fix(agent): stale-call watchdog prices images at the learned per-image cost, not base64 length (salvage #76471)
estimate_request_context_tokens (the stale-stream / non-stream watchdog and Codex TTFB floor
estimator) did len(str(payload)) // 4 over the wire payload, so one native screenshot read as
~100K tokens and selected the 1200s giant-conversation floor while the provider's real prompt
was ~2K (#63871, #76411). Image content parts on both wire shapes (Chat image_url / Responses
input_image) now cost the per-image price learned from provider usage (agent/image_token_cost,
bound per turn; worker threads inherit it via copy_context); base64-looking STRINGS stay text
and tool schemas mentioning image are not images.

A/B, one 300KB screenshot: main estimate 100,545 -> codex floor 1200s / stale 300s; now 2,025
-> floor 0s / stale 180s.

Design and boundary (structured parts only, tools/instructions opaque, plain data-URL strings
stay text) from #76471 by @crdesign8; re-authored to reuse the learned cost instead of a second
fixed constant, and trimmed to 2 invariant tests.
2026-09-06 22:34:20 -07:00
..
2026-08-28 08:28:21 -04:00