{"repo":"NousResearch/hermes-agent","public_id":"50788","display_label":"Multimodal tool result size and Codex request time limits","summary":"These items appear related to multimodal or vision tool results (such as base64 screenshots) not being subject to output budgets, and to Codex requests that may become inflated and hang. Members also cover a proposed finite time ceiling for openai-codex requests and a change to multimodal result budgeting; their status is not stated here.","subsystem":"agent","counts":{"members":4,"open_issues":1,"open_issues_distinct":1,"open_prs":1,"closed_issues":1,"merged_prs":1,"attempt_prs":1},"landed_fix":{"status":"merged_to_main","basis":"structural","pr":64762,"merged_at":"2026-07-15T11:55:48+00:00"},"resolution":{"state":"partially_resolved","by":"pr-64762"},"freshness":{"state":"verified","last_verified_at":"2026-07-15T11:55:48+00:00","is_stale":false},"grouping":{"backbone":"STRUCTURAL_PARTIAL","link_density":0.3933333333333333},"fix_edges":[{"issue_number":64507,"pr_number":64762,"tier":"verified","basis":"closing_ref","confidence":0.95,"recoverable_from_timeline":true,"pr_merged_at":"2026-07-15T11:55:48+00:00"}],"members":[{"kind":"issue","number":50788,"title":"bug: multimodal vision tool results bypass output budgets and background review can resend raw base64 screenshots","url":null,"state":"open"},{"kind":"issue","number":64507,"title":"Desktop session can hang indefinitely after native vision replay inflates Codex request","url":null,"state":"closed"},{"kind":"pr","number":50795,"title":"Fix multimodal tool result budgeting","url":null,"state":"open","close_reason":{"category":"uncategorized","implication":"needs_llm"},"merged":false},{"kind":"pr","number":64762,"title":"fix(codex): finite hard ceiling on openai-codex request time (#64507)","url":null,"state":"merged","close_reason":{"category":"merged"},"merged":true,"is_fix_pr":true,"fix_tier":"verified","files_changed":["agent/chat_completion_helpers.py","tests/agent/test_codex_ttfb_watchdog.py"]}],"trust":{"default_tier":"verified","includes_suggested":false}}