{"repo":"NousResearch/hermes-agent","public_id":"108349","display_label":"Fix vision fallback to avoid text-only models","summary":"These issues and pull requests address a bug where auxiliary vision tasks incorrectly fall back to text-only models, and where upstream capacity errors (such as 429s) improperly trigger credential pool rotation or exhaustion.","subsystem":null,"counts":{"members":6,"open_issues":0,"open_issues_distinct":0,"open_prs":0,"closed_issues":1,"merged_prs":1,"attempt_prs":4},"landed_fix":{"status":"merged_to_main","basis":"structural","pr":113970},"resolution":{"state":"resolved","by":"pr-113970"},"freshness":{"state":"verified","last_verified_at":"2026-09-17T15:53:55+00:00","is_stale":false},"grouping":{"backbone":"STRUCTURAL_SPANNING","link_density":0.3333333333333333},"fix_edges":[{"issue_number":64144,"pr_number":113970,"tier":"verified","basis":"closing_ref","confidence":0.95,"recoverable_from_timeline":true},{"issue_number":107067,"pr_number":113970,"tier":"verified","basis":"superseded_ref","confidence":0.9,"recoverable_from_timeline":false},{"issue_number":107166,"pr_number":113970,"tier":"verified","basis":"closing_ref","confidence":0.95,"recoverable_from_timeline":true},{"issue_number":108349,"pr_number":113970,"tier":"verified","basis":"closing_ref","confidence":0.95,"recoverable_from_timeline":true}],"members":[{"kind":"issue","number":108349,"title":"[Bug]: Aux vision fallback sends images to text-only main model on transient Nous 429 (upstream capacity) -> 1210; also marks chat credential pool exhausted","url":null,"state":"closed"},{"kind":"pr","number":108366,"title":"fix(aux): do not fall back to a text-only main model for vision tasks","url":null,"state":"closed","close_reason":{"refs":[{"kind":"commit","value":"a1238adfae4","number":0},{"kind":"pr","value":"#113970","number":113970}],"category":"implemented_elsewhere","implication":"superseded"},"merged":false},{"kind":"pr","number":108373,"title":"fix(auxiliary): preserve vision routing on Nous capacity errors","url":null,"state":"closed","close_reason":{"refs":[{"kind":"commit","value":"a1238adfae4","number":0},{"kind":"pr","value":"#113970","number":113970}],"category":"implemented_elsewhere","implication":"superseded"},"merged":false},{"kind":"pr","number":108379,"title":"fix(agent): screen vision capabilities in aux fallbacks and protect pool on upstream capacity 429 (fixes #108349)","url":null,"state":"closed","close_reason":{"refs":[{"kind":"commit","value":"a1238adfae4","number":0},{"kind":"pr","value":"#113970","number":113970}],"category":"implemented_elsewhere","implication":"superseded"},"merged":false},{"kind":"pr","number":108546,"title":"fix(agent): screen vision fallbacks by capability; don't rotate pool on upstream-capacity 429","url":null,"state":"closed","close_reason":{"refs":[{"kind":"commit","value":"a1238adfae4","number":0},{"kind":"pr","value":"#113970","number":113970}],"category":"implemented_elsewhere","implication":"superseded"},"merged":false},{"kind":"pr","number":113970,"title":"fix(aux): OpenRouter budget-limit 403 falls back, quarantine logs name the real reason, vision fallback skips text-only models (#107166, #64144, #108349, salvage #107173 #64146 #108366)","url":null,"state":"merged","close_reason":{"category":"merged","implication":"superseded"},"merged":true,"is_fix_pr":true,"fix_tier":"verified","files_changed":["agent/auxiliary_client.py","agent/error_classifier.py","tests/agent/test_auxiliary_client.py","tests/agent/test_auxiliary_error_classification.py"]}],"trust":{"default_tier":"verified","includes_suggested":false}}