{"repo":"NousResearch/hermes-agent","public_id":"9571","display_label":"Reasoning model token budget and output limit issues","summary":"These issues and PRs concern problems where reasoning/thinking models exhaust their output token budgets, producing empty or truncated responses, incomplete title generation, and related adjustments to max_tokens defaults and retry behavior.","subsystem":"agent","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":14273,"merged_at":"2026-04-23T01:44:08+00:00"},"resolution":{"state":"resolved","by":"pr-14273"},"freshness":{"state":"stale","last_verified_at":"2026-04-23T01:44:08+00:00","is_stale":true},"grouping":{"backbone":"STRUCTURAL_SPANNING","link_density":0.5},"fix_edges":[{"issue_number":9571,"pr_number":14273,"tier":"verified","basis":"closing_ref","confidence":0.95,"recoverable_from_timeline":true,"pr_merged_at":"2026-04-23T01:44:08+00:00"}],"members":[{"kind":"issue","number":9571,"title":"[Bug]: Fail to generate short descriptive title. Model: GLM 5.1.","url":null,"state":"closed"},{"kind":"pr","number":9583,"title":"fix(agent): #9571 increase max_tokens in title generation to support …","url":null,"state":"closed","close_reason":{"refs":[{"kind":"commit","value":"f41031af3","number":0},{"kind":"pr","value":"#14273","number":14273},{"kind":"pr","value":"#9571","number":9571}],"category":"implemented_elsewhere","implication":"superseded"},"merged":false},{"kind":"pr","number":9606,"title":"fix(agent): increase max_tokens for title generation to support reasoning models #9571","url":null,"state":"closed","close_reason":{"refs":[{"kind":"pr","value":"#14273","number":14273}],"category":"superseded_by_pr","implication":"superseded"},"merged":false},{"kind":"pr","number":14273,"title":"fix(title): bump title_generator max_tokens to 500 for reasoning-model headroom (salvage #9606)","url":null,"state":"merged","close_reason":{"category":"merged"},"merged":true,"is_fix_pr":true,"fix_tier":"verified","files_changed":["agent/title_generator.py","scripts/release.py"],"fix_hunks":[{"file":"agent/title_generator.py","hunks":["@@ -38,7 +38,7 @@ def generate_title(user_message: str, assistant_response: str, timeout: float =\n         response = call_llm(\n             task=\"title_generation\",\n             messages=messages,\n-            max_tokens=30,\n+            max_tokens=500,\n             temperature=0.3,\n             timeout=timeout,\n         )"]},{"file":"scripts/release.py","hunks":["@@ -371,6 +371,7 @@\n     \"[redacted:email]\": \"projectadmin-dev\",\n     \"[redacted:email]\": \"Dev-Mriganka\",\n     \"132275809+shushuzn@users.noreply.github.com\": \"shushuzn\",\n+    \"[redacted:email]\": \"iborazzi\",\n }\n \n \n"]}]}],"trust":{"default_tier":"verified","includes_suggested":false}}