diff --git a/data/dailySnapshots/2026-03-21.json b/data/dailySnapshots/2026-03-21.json
new file mode 100644
index 00000000..d2b96851
--- /dev/null
+++ b/data/dailySnapshots/2026-03-21.json
@@ -0,0 +1,7 @@
+{
+  "date": "2026-03-21",
+  "indexScore": 50,
+  "delta": 0,
+  "topKeywords": [],
+  "emergingConcerns": []
+}
\ No newline at end of file
diff --git a/data/modelWeights.json b/data/modelWeights.json
new file mode 100644
index 00000000..5cf6db09
--- /dev/null
+++ b/data/modelWeights.json
@@ -0,0 +1,24 @@
+{
+  "categoryWeights": {
+    "Pothole": 5,
+    "Garbage": 3,
+    "Water Supply": 4,
+    "Streetlight": 2,
+    "Flooding": 8
+  },
+  "duplicateThreshold": 0.84,
+  "lastUpdated": "2026-03-21T19:01:11.261Z",
+  "history": [
+    {
+      "date": "2026-03-21",
+      "categoryWeights": {
+        "Pothole": 5,
+        "Garbage": 3,
+        "Water Supply": 4,
+        "Streetlight": 2,
+        "Flooding": 8
+      },
+      "duplicateThreshold": 0.85
+    }
+  ]
+}
\ No newline at end of file
diff --git a/scheduler/dailyRefinementJob.ts b/scheduler/dailyRefinementJob.ts
index 15f2a238..adf7065d 100644
--- a/scheduler/dailyRefinementJob.ts
+++ b/scheduler/dailyRefinementJob.ts
@@ -8,7 +8,7 @@ import { Issue } from "../services/types";
 
 // Load environmental or fallback to test.db or production db
 const dbPath =
-  process.env.DB_PATH || path.join(__dirname, "../../backend/app.db");
+  process.env.DB_PATH || path.join(__dirname, "../data/issues.db");
 
 export class DailyRefinementJob {
   private db: sqlite3.Database;
diff --git a/test_run.ts b/test_run.ts
new file mode 100644
index 00000000..ccc96109
--- /dev/null
+++ b/test_run.ts
@@ -0,0 +1,6 @@
+import { DailyRefinementJob } from './scheduler/dailyRefinementJob';
+const job = new DailyRefinementJob();
+job.runRefinement().then(() => {
+    console.log("Done");
+    process.exit(0);
+});