phase 17: revert to qwen3.5:9b (9b-fast was removed from Ollama), add retry script

scripts/check_failure.py

@@ -0,0 +1,41 @@
+from minio import Minio
+import os, json
+
+mc = Minio(os.environ["MINIO_ENDPOINT"], access_key=os.environ["MINIO_ACCESS_KEY"], secret_key=os.environ["MINIO_SECRET_KEY"], secure=False)
+
+# Find the failed doc's LLM result
+target = "b6003360"
+objs = [o for o in mc.list_objects("stonks-llm-results", recursive=True) if target in o.object_name]
+if not objs:
+    # Search all recent results
+    all_objs = sorted(mc.list_objects("stonks-llm-results", recursive=True), key=lambda o: o.last_modified, reverse=True)
+    for o in all_objs[:5]:
+        if target in o.object_name:
+            objs.append(o)
+
+for o in objs:
+    data = json.loads(mc.get_object("stonks-llm-results", o.object_name).read())
+    print(f"success: {data.get('success')}")
+    print(f"total_duration_ms: {data.get('total_duration_ms')}")
+    for i, att in enumerate(data.get("attempts", [])):
+        print(f"\n  attempt {i+1}:")
+        print(f"    error: {att.get('error')}")
+        print(f"    duration_ms: {att.get('duration_ms')}")
+        print(f"    retryable: {att.get('retryable')}")
+        raw = att.get("raw_output", "")
+        if raw:
+            print(f"    output ({len(raw)} chars): {raw[:200]}")
+        else:
+            print(f"    output: (empty)")
+
+if not objs:
+    print(f"No LLM result found for {target}")
+    print("Checking most recent failed result instead...")
+    all_objs = sorted(mc.list_objects("stonks-llm-results", recursive=True), key=lambda o: o.last_modified, reverse=True)
+    for o in all_objs[:10]:
+        data = json.loads(mc.get_object("stonks-llm-results", o.object_name).read())
+        if not data.get("success"):
+            print(f"\nFailed: {o.object_name}")
+            for i, att in enumerate(data.get("attempts", [])):
+                print(f"  attempt {i+1}: error={att.get('error')} duration={att.get('duration_ms')}ms")
+            break