Improve site count parsing and lab telemetry

agent/pipeline_engine.py

@@ -250,13 +250,25 @@ class OvergrowthPipeline:
         for word, val in words.items():
             if f"{word}-site" in text_lower or f"{word} site" in text_lower:
                 return max(1, min(10, val))
-        m = re.search(r"(\\d+)[-\\s]?site", text_lower)
+        m = re.search(r"(\d+)[-\s]?site", text_lower)
         if m:
             try:
                 return max(1, min(10, int(m.group(1))))
             except Exception:
                 pass
-        m = re.search(r"(\\d+)\\s*(locations?|branches?)", text_lower)
+        m = re.search(r"(\d+)\s*sites?", text_lower)
+        if m:
+            try:
+                return max(1, min(10, int(m.group(1))))
+            except Exception:
+                pass
+        m = re.search(r"(\d+)\s*(locations?|branches?)", text_lower)
+        if m:
+            try:
+                return max(1, min(10, int(m.group(1))))
+            except Exception:
+                pass
+        m = re.search(r"(\d+)\s*(stores?|shops?)", text_lower)
         if m:
             try:
                 return max(1, min(10, int(m.group(1))))

app.py

@@ -606,6 +606,18 @@ def build_ui():
                     missing_sites = []
                     if isinstance(lab_info, dict):
                         missing_sites = lab_info.get("missing_sites") or []
+                        requested_sites = lab_info.get("requested_site_count") or results.get("requested_site_count")
+                        actual_sites = lab_info.get("actual_site_count") or results.get("actual_site_count")
+                        mismatch = lab_info.get("site_count_mismatch") or results.get("site_count_mismatch")
+                        if requested_sites:
+                            status += f"- Requested site count: {requested_sites}\n"
+                        if actual_sites is not None:
+                            status += f"- Actual site count: {actual_sites}\n"
+                        if mismatch:
+                            status += (
+                                f"- Site count mismatch: requested {mismatch.get('requested')}, "
+                                f"actual {mismatch.get('actual')}\n"
+                            )
                         build_err = lab_info.get("build_error") or (lab_info.get("build_result") or {}).get("error")
                         if build_err:
                             status += f"- Build error: {build_err}\n"

mcp-server/build_retail_network.py

@@ -8,12 +8,15 @@ an Internet/MPLS cloud. Designed to be driven by the MCP server tool
 """
 
 import json
+import logging
 import os
 import time
 from typing import Any, Dict, List, Optional, Tuple
 
 import requests
 
+logger = logging.getLogger(__name__)
+
 GNS3_SERVER = os.getenv("GNS3_SERVER", "http://localhost:3080")
 GNS3_API_BASE = f"{GNS3_SERVER.rstrip('/')}/v2"
 PROJECT_NAME = os.getenv("GNS3_PROJECT_NAME", "overgrowth")
@@ -308,6 +311,7 @@ def build_retail_network(
 
     print("\n✅ Retail network build complete")
     print(f"   Requested stores: {site_count} | Built stores: {len(store_clouds)}")
+    logger.info("Retail builder created %d sites for project %s", len(store_clouds), project_name)
     return summary