{"repo":"NousResearch/hermes-agent","public_id":"114645","display_label":"Cap background review input tokens for local models","summary":"These issues and fixes address the background review feature defaulting to a max_input_tokens value far exceeding typical local model context windows. The changes derive or cap the default input budget based on the review model's actual context window size.","subsystem":null,"counts":{"members":4,"open_issues":0,"open_issues_distinct":0,"open_prs":0,"closed_issues":1,"merged_prs":1,"attempt_prs":2},"landed_fix":{"status":"merged_to_main","basis":"structural","pr":114870,"merged_at":"2026-09-19T02:18:58+00:00"},"resolution":{"state":"resolved","by":"pr-114870"},"freshness":{"state":"verified","last_verified_at":"2026-09-19T02:18:58+00:00","is_stale":false},"grouping":{"backbone":"STRUCTURAL_SPANNING","link_density":0.5},"fix_edges":[{"issue_number":114644,"pr_number":114870,"tier":"verified","basis":"closing_ref","confidence":0.95,"recoverable_from_timeline":true,"pr_merged_at":"2026-09-19T02:18:58+00:00"},{"issue_number":114645,"pr_number":114870,"tier":"verified","basis":"closing_ref","confidence":0.95,"recoverable_from_timeline":true,"pr_merged_at":"2026-09-19T02:18:58+00:00"}],"members":[{"kind":"issue","number":114645,"title":"[Bug]: background_review max_input_tokens defaults to 600000, ~9x a typical local model's context (follow-up to #93057)","url":null,"state":"closed"},{"kind":"pr","number":114651,"title":"fix(review): cap default background input budget","url":null,"state":"closed","close_reason":{"refs":[{"kind":"commit","value":"1baae3132a65","number":0},{"kind":"pr","value":"#114870","number":114870},{"kind":"pr","value":"#114645","number":114645},{"kind":"pr","value":"#114644","number":114644},{"kind":"pr","value":"#114651","number":114651}],"category":"merged_via","implication":"superseded"},"merged":false},{"kind":"pr","number":114669,"title":"fix(review): derive default background input budget from the review model's context window","url":null,"state":"closed","close_reason":{"refs":[{"kind":"commit","value":"1baae3132a65","number":0},{"kind":"pr","value":"#114870","number":114870},{"kind":"pr","value":"#114645","number":114645},{"kind":"pr","value":"#114644","number":114644},{"kind":"pr","value":"#114651","number":114651}],"category":"superseded_by_pr","implication":"superseded"},"merged":false},{"kind":"pr","number":114870,"title":"fix(review, agent): background-review budget fits local models; server context rejection no longer blamed on the conversation (#114645, #114644, salvage #114651)","url":null,"state":"merged","close_reason":{"category":"merged"},"merged":true,"is_fix_pr":true,"fix_tier":"verified","files_changed":["agent/background_review.py","agent/turn_failure_copy.py","agent/turn_overflow.py","contributors/emails/[redacted:email]","hermes_cli/config_defaults.py","tests/agent/test_background_review_input_budget.py","tests/agent/test_failed_turn_site_codes.py","website/docs/reference/faq.md","website/docs/user-guide/features/memory.md"]}],"trust":{"default_tier":"verified","includes_suggested":false}}