{"repo":"NousResearch/hermes-agent","public_id":"32221","display_label":"AIAgent init latency and blocking I/O fixes","summary":"These items address synchronous blocking network calls and unnecessary work performed during AIAgent construction, with related caching and lazy-initialization improvements to reduce startup overhead.","subsystem":"agent","counts":{"members":3,"open_issues":0,"open_issues_distinct":0,"open_prs":0,"closed_issues":1,"merged_prs":1,"attempt_prs":1},"landed_fix":{"status":"merged_to_main","basis":"structural","pr":57229,"merged_at":"2026-07-28T14:34:58+00:00"},"resolution":{"state":"resolved","by":"pr-57229"},"freshness":{"state":"verified","last_verified_at":"2026-07-28T14:34:58+00:00","is_stale":false},"grouping":{"backbone":"STRUCTURAL_SPANNING","link_density":0.6666666666666666},"fix_edges":[{"issue_number":32221,"pr_number":57229,"tier":"verified","basis":"closing_ref","confidence":0.95,"recoverable_from_timeline":true,"pr_merged_at":"2026-07-28T14:34:58+00:00"}],"members":[{"kind":"issue","number":32221,"title":"[Bug]: AIAgent.init performs synchronous blocking network I/O (httpx.post) during construction","url":null,"state":"closed"},{"kind":"pr","number":38991,"title":"perf(agent): defer synchronous httpx.post out of AIAgent.__init__ (#32221)","url":null,"state":"closed","close_reason":{"refs":[{"kind":"pr","value":"#57229","number":57229},{"kind":"pr","value":"#32221","number":32221}],"category":"merged_via","implication":"superseded"},"merged":false},{"kind":"pr","number":57229,"title":"perf(agent): AIAgent hot-path salvage — prompt-cache copy, reasoning-timeout precompute, lazy compressor init","url":null,"state":"merged","close_reason":{"category":"merged"},"merged":true,"is_fix_pr":true,"fix_tier":"verified","files_changed":["agent/context_compressor.py","agent/conversation_compression.py","agent/prompt_caching.py","agent/reasoning_timeouts.py","contributors/emails/[redacted:email]","tests/agent/test_cjk_token_estimation.py","tests/agent/test_compress_focus.py","tests/agent/test_compression_small_ctx_threshold_floor.py","tests/agent/test_context_compressor.py","tests/agent/test_pre_compress_memory_context.py","tests/agent/test_prompt_caching.py","tests/agent/test_turn_context_overflow_warning.py","tests/run_agent/test_image_shrink_recovery.py","tests/run_agent/test_per_model_compression_threshold.py"]}],"trust":{"default_tier":"verified","includes_suggested":false}}