diff --git a/data/recommendations/performance_database.json b/data/recommendations/performance_database.json
index 22025735..ca8b3915 100644
--- a/data/recommendations/performance_database.json
+++ b/data/recommendations/performance_database.json
@@ -1,5 +1,5 @@
 {
-  "last_updated": "2026-04-06 20:49:59",
+  "last_updated": "2026-04-06 20:54:56",
   "total_recommendations": 586,
   "recommendations_by_date": {
     "2026-02-10": [
diff --git a/results/discovery/2026-04-06/run_20_54_34/discovery_result.json b/results/discovery/2026-04-06/run_20_54_34/discovery_result.json
new file mode 100644
index 00000000..653236c6
--- /dev/null
+++ b/results/discovery/2026-04-06/run_20_54_34/discovery_result.json
@@ -0,0 +1,84 @@
+{
+  "trade_date": "2026-04-06",
+  "tickers": [
+    "HOLX",
+    "BRT",
+    "SVRE",
+    "SVC",
+    "BNR",
+    "PAGS",
+    "ECAT",
+    "CNTB",
+    "TCGSX",
+    "ZBIO",
+    "HMH",
+    "SPG",
+    "FMAC",
+    "RPAY",
+    "PGC",
+    "FGBI",
+    "ALT",
+    "VVOS",
+    "VTS",
+    "EJH",
+    "POCI",
+    "SCVL",
+    "WFC",
+    "META",
+    "SMCI",
+    "LRN",
+    "AMKR",
+    "SEZL",
+    "PYPL",
+    "JEF",
+    "BAC",
+    "NYAX",
+    "AMD",
+    "AAPL",
+    "AMZN",
+    "AVGO",
+    "CCL",
+    "CVS",
+    "BA",
+    "CSCO",
+    "COIN",
+    "ADBE",
+    "AXP",
+    "CEG",
+    "COP",
+    "COST",
+    "CSGP",
+    "FAT",
+    "KALA",
+    "SNCR",
+    "CARM",
+    "QNCX",
+    "GRDX",
+    "OMQS",
+    "VERO",
+    "CREX",
+    "CLSD",
+    "TLDR",
+    "IRGC",
+    "KVEXT",
+    "WS",
+    "YTD",
+    "WBD",
+    "JPM",
+    "ROBO",
+    "SO",
+    "TSLA",
+    "LLY",
+    "US",
+    "EV",
+    "II",
+    "COVID",
+    "IMF",
+    "IV",
+    "PCE",
+    "KKR"
+  ],
+  "filtered_tickers": [],
+  "final_ranking": "[]",
+  "status": "complete"
+}
\ No newline at end of file
diff --git a/results/discovery/2026-04-06/run_20_54_34/discovery_results.md b/results/discovery/2026-04-06/run_20_54_34/discovery_results.md
new file mode 100644
index 00000000..40c267ce
--- /dev/null
+++ b/results/discovery/2026-04-06/run_20_54_34/discovery_results.md
@@ -0,0 +1,10 @@
+# Discovery Analysis - 2026-04-06
+
+**LLM Provider**: GOOGLE
+**Models**: Shallow=gemini-2.5-flash-lite, Deep=gemini-3-pro-preview
+
+## Top Investment Opportunities
+
+
+## All Candidates Analyzed
+
diff --git a/results/discovery/2026-04-06/run_20_54_34/tool_execution_logs.json b/results/discovery/2026-04-06/run_20_54_34/tool_execution_logs.json
new file mode 100644
index 00000000..748df49d
--- /dev/null
+++ b/results/discovery/2026-04-06/run_20_54_34/tool_execution_logs.json
@@ -0,0 +1,96 @@
+[
+  {
+    "timestamp": "2026-04-06T21:00:03.063136",
+    "type": "tool",
+    "node": "filter",
+    "step": "Check average volume (batch)",
+    "tool": "get_average_volume_batch",
+    "parameters": {
+      "symbols": [
+        "SVC",
+        "ZBIO",
+        "HMH",
+        "SPG",
+        "PGC",
+        "FGBI",
+        "ALT",
+        "VTS",
+        "EJH",
+        "POCI",
+        "SCVL",
+        "SVRE",
+        "BNR",
+        "PAGS",
+        "ECAT",
+        "CNTB",
+        "TCGSX",
+        "FMAC",
+        "RPAY",
+        "VVOS",
+        "WFC",
+        "META",
+        "SMCI",
+        "LRN",
+        "AMKR",
+        "SEZL",
+        "PYPL",
+        "JEF",
+        "BAC",
+        "NYAX",
+        "FAT",
+        "KALA",
+        "SNCR",
+        "CARM",
+        "QNCX",
+        "GRDX",
+        "OMQS",
+        "VERO",
+        "CREX",
+        "CLSD",
+        "HOLX",
+        "BRT",
+        "AMD",
+        "AAPL",
+        "AMZN",
+        "AVGO",
+        "CCL",
+        "CVS",
+        "BA",
+        "CSCO",
+        "COIN",
+        "ADBE",
+        "AXP",
+        "CEG",
+        "COP",
+        "COST",
+        "CSGP",
+        "US",
+        "EV",
+        "II",
+        "COVID",
+        "IMF",
+        "IV",
+        "PCE",
+        "KKR",
+        "TLDR",
+        "IRGC",
+        "KVEXT",
+        "WS",
+        "YTD",
+        "WBD",
+        "JPM",
+        "ROBO",
+        "SO",
+        "TSLA",
+        "LLY"
+      ],
+      "lookback_days": 10,
+      "curr_date": "2026-04-06",
+      "cache_key": "default"
+    },
+    "context": "",
+    "output": "{\"SPG\": {\"symbol\": \"SPG\", \"average_volume\": 1930796.9, \"latest_volume\": 1030469.0, \"lookback_days\": 10, \"source\": \"cache\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"WFC\": {\"symbol\": \"WFC\", \"average_volume\": 14462241.3, \"latest_volume\": 5458213.0, \"lookback_days\": 10, \"source\": \"cache\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"META\": {\"symbol\": \"META\", \"average_volume\": 20509419.2, \"latest_volume\": 9398292.0, \"lookback_days\": 10, \"source\": \"cache\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"SMCI\": {\"symbol\": \"SMCI\", \"average_volume\": 49772213.6, \"latest_volume\": 23343236.0, \"lookback_days\": 10, \"source\": \"cache\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"PYPL\": {\"symbol\": \"PYPL\", \"average_volume\": 15644768.5, \"latest_volume\": 10119485.0, \"lookback_days\": 10, \"source\": \"cache\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"BAC\": {\"symbol\": \"BAC\", \"average_volume\": 35425804.4, \"latest_volume\": 19916244.0, \"lookback_days\": 10, \"source\": \"cache\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"HOLX\": {\"symbol\": \"HOLX\", \"average_volume\": 12102499.5, \"latest_volume\": 97401295.0, \"lookback_days\": 10, \"source\": \"cache\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"BRT\": {\"symbol\": \"BRT\", \"average_volume\": 77326.5, \"latest_volume\": 114665.0, \"lookback_days\": 10, \"source\": \"cache\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"AMD\": {\"symbol\": \"AMD\", \"average_volume\": 37855439.1, \"latest_volume\": 29828591.0, \"lookback_days\": 10, \"source\": \"cache\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"AAPL\": {\"symbol\": \"AAPL\", \"average_volume\": 39332865.7, \"latest_volume\": 29063757.0, \"lookback_days\": 10, \"source\": \"cache\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"AMZN\": {\"symbol\": \"AMZN\", \"average_volume\": 42543155.4, \"latest_volume\": 24405854.0, \"lookback_days\": 10, \"source\": \"cache\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"AVGO\": {\"symbol\": \"AVGO\", \"average_volume\": 21244181.7, \"latest_volume\": 10899917.0, \"lookback_days\": 10, \"source\": \"cache\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"CCL\": {\"symbol\": \"CCL\", \"average_volume\": 28633579.8, \"latest_volume\": 14461398.0, \"lookback_days\": 10, \"source\": \"cache\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"CVS\": {\"symbol\": \"CVS\", \"average_volume\": 6269376.3, \"latest_volume\": 4252763.0, \"lookback_days\": 10, \"source\": \"cache\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"BA\": {\"symbol\": \"BA\", \"average_volume\": 6553980.8, \"latest_volume\": 4134008.0, \"lookback_days\": 10, \"source\": \"cache\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"CSCO\": {\"symbol\": \"CSCO\", \"average_volume\": 21156238.6, \"latest_volume\": 14253286.0, \"lookback_days\": 10, \"source\": \"cache\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"COIN\": {\"symbol\": \"COIN\", \"average_volume\": 11462355.3, \"latest_volume\": 7060853.0, \"lookback_days\": 10, \"source\": \"cache\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"ADBE\": {\"symbol\": \"ADBE\", \"average_volume\": 4398555.0, \"latest_volume\": 2728850.0, \"lookback_days\": 10, \"source\": \"cache\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"AXP\": {\"symbol\": \"AXP\", \"average_volume\": 3147018.0, \"latest_volume\": 2172480.0, \"lookback_days\": 10, \"source\": \"cache\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"CEG\": {\"symbol\": \"CEG\", \"average_volume\": 3125793.9, \"latest_volume\": 2388039.0, \"lookback_days\": 10, \"source\": \"cache\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"COP\": {\"symbol\": \"COP\", \"average_volume\": 9216833.0, \"latest_volume\": 3501030.0, \"lookback_days\": 10, \"source\": \"cache\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"COST\": {\"symbol\": \"COST\", \"average_volume\": 1671691.4, \"latest_volume\": 1396814.0, \"lookback_days\": 10, \"source\": \"cache\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"CSGP\": {\"symbol\": \"CSGP\", \"average_volume\": 5754350.9, \"latest_volume\": 5319409.0, \"lookback_days\": 10, \"source\": \"cache\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"WBD\": {\"symbol\": \"WBD\", \"average_volume\": 26833191.1, \"latest_volume\": 21864411.0, \"lookback_days\": 10, \"source\": \"cache\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"JPM\": {\"symbol\": \"JPM\", \"average_volume\": 10087919.9, \"latest_volume\": 4957599.0, \"lookback_days\": 10, \"source\": \"cache\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"SO\": {\"symbol\": \"SO\", \"average_volume\": 4726601.4, \"latest_volume\": 2637614.0, \"lookback_days\": 10, \"source\": \"cache\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"TSLA\": {\"symbol\": \"TSLA\", \"average_volume\": 66941030.1, \"latest_volume\": 76849201.0, \"lookback_days\": 10, \"source\": \"cache\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"LLY\": {\"symbol\": \"LLY\", \"average_volume\": 2947020.6, \"latest_volume\": 1468906.0, \"lookback_days\": 10, \"source\": \"cache\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"SVC\": {\"symbol\": \"SVC\", \"average_volume\": 18514983.3, \"latest_volume\": 27628033.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"ZBIO\": {\"symbol\": \"ZBIO\", \"average_volume\": 1448436.0, \"latest_volume\": 634660.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"HMH\": {\"symbol\": \"HMH\", \"average_volume\": 994798.0, \"latest_volume\": 672896.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"PGC\": {\"symbol\": \"PGC\", \"average_volume\": 118598.1, \"latest_volume\": 99481.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"FGBI\": {\"symbol\": \"FGBI\", \"average_volume\": 14231.7, \"latest_volume\": 32417.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"ALT\": {\"symbol\": \"ALT\", \"average_volume\": 2961405.4, \"latest_volume\": 2324654.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"VTS\": {\"symbol\": \"VTS\", \"average_volume\": 751413.6, \"latest_volume\": 478536.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"EJH\": {\"symbol\": \"EJH\", \"average_volume\": 69271.7, \"latest_volume\": 28413.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"POCI\": {\"symbol\": \"POCI\", \"average_volume\": 33392.5, \"latest_volume\": 26425.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"SCVL\": {\"symbol\": \"SCVL\", \"average_volume\": 545156.4, \"latest_volume\": 470464.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"SVRE\": {\"symbol\": \"SVRE\", \"average_volume\": 25174.7, \"latest_volume\": 72147.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"BNR\": {\"symbol\": \"BNR\", \"average_volume\": 51894.3, \"latest_volume\": 14643.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"PAGS\": {\"symbol\": \"PAGS\", \"average_volume\": 3087352.5, \"latest_volume\": 4383125.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"ECAT\": {\"symbol\": \"ECAT\", \"average_volume\": 627043.6, \"latest_volume\": 500736.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"CNTB\": {\"symbol\": \"CNTB\", \"average_volume\": 615005.7, \"latest_volume\": 428157.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"TCGSX\": {\"symbol\": \"TCGSX\", \"average_volume\": 0.0, \"latest_volume\": 0.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"FMAC\": {\"symbol\": \"FMAC\", \"average_volume\": null, \"latest_volume\": null, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": \"No volume data found\"}, \"RPAY\": {\"symbol\": \"RPAY\", \"average_volume\": 1628293.6, \"latest_volume\": 1351436.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"VVOS\": {\"symbol\": \"VVOS\", \"average_volume\": 385877.5, \"latest_volume\": 2803475.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"LRN\": {\"symbol\": \"LRN\", \"average_volume\": 588333.4, \"latest_volume\": 342534.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"AMKR\": {\"symbol\": \"AMKR\", \"average_volume\": 3037048.5, \"latest_volume\": 1738385.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"SEZL\": {\"symbol\": \"SEZL\", \"average_volume\": 579300.7, \"latest_volume\": 691707.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"JEF\": {\"symbol\": \"JEF\", \"average_volume\": 3114342.8, \"latest_volume\": 1187328.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"NYAX\": {\"symbol\": \"NYAX\", \"average_volume\": 5800.9, \"latest_volume\": 2909.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"FAT\": {\"symbol\": \"FAT\", \"average_volume\": 25300.4, \"latest_volume\": 13259.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"KALA\": {\"symbol\": \"KALA\", \"average_volume\": 3261049.8, \"latest_volume\": 1422898.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"SNCR\": {\"symbol\": \"SNCR\", \"average_volume\": 240184.4, \"latest_volume\": 0.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"CARM\": {\"symbol\": \"CARM\", \"average_volume\": 89867.7, \"latest_volume\": 126077.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"QNCX\": {\"symbol\": \"QNCX\", \"average_volume\": 30981146.0, \"latest_volume\": 19832960.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"GRDX\": {\"symbol\": \"GRDX\", \"average_volume\": 72984.8, \"latest_volume\": 65448.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"OMQS\": {\"symbol\": \"OMQS\", \"average_volume\": 1282.8, \"latest_volume\": 5000.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"VERO\": {\"symbol\": \"VERO\", \"average_volume\": 20344.3, \"latest_volume\": 43.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"CREX\": {\"symbol\": \"CREX\", \"average_volume\": 27721.4, \"latest_volume\": 8114.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"CLSD\": {\"symbol\": \"CLSD\", \"average_volume\": 51420.0, \"latest_volume\": 129800.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"US\": {\"symbol\": \"US\", \"average_volume\": null, \"latest_volume\": null, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": \"No volume data found\"}, \"EV\": {\"symbol\": \"EV\", \"average_volume\": null, \"latest_volume\": null, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": \"No volume data found\"}, \"II\": {\"symbol\": \"II\", \"average_volume\": null, \"latest_volume\": null, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": \"No volume data found\"}, \"COVID\": {\"symbol\": \"COVID\", \"average_volume\": null, \"latest_volume\": null, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": \"No volume data found\"}, \"IMF\": {\"symbol\": \"IMF\", \"average_volume\": 43425.7, \"latest_volume\": 1557.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"IV\": {\"symbol\": \"IV\", \"average_volume\": null, \"latest_volume\": null, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": \"No volume data found\"}, \"PCE\": {\"symbol\": \"PCE\", \"average_volume\": null, \"latest_volume\": null, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": \"No volume data found\"}, \"KKR\": {\"symbol\": \"KKR\", \"average_volume\": 6552409.3, \"latest_volume\": 3609593.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"TLDR\": {\"symbol\": \"TLDR\", \"average_volume\": 4952.8, \"latest_volume\": 30728.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"IRGC\": {\"symbol\": \"IRGC\", \"average_volume\": null, \"latest_volume\": null, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": \"No volume data found\"}, \"KVEXT\": {\"symbol\": \"KVEXT\", \"average_volume\": null, \"latest_volume\": null, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": \"No volume data found\"}, \"WS\": {\"symbol\": \"WS\", \"average_volume\": 415711.8, \"latest_volume\": 208418.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}, \"YTD\": {\"symbol\": \"YTD\", \"average_volume\": null, \"latest_volume\": null, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": \"No volume data found\"}, \"ROBO\": {\"symbol\": \"ROBO\", \"average_volume\": 168713.7, \"latest_volume\": 83337.0, \"lookback_days\": 10, \"source\": \"download\", \"cache_date\": \"2026-04-06\", \"error\": null}}",
+    "output_length": 12834,
+    "error": ""
+  }
+]
\ No newline at end of file
diff --git a/results/discovery/2026-04-06/run_20_54_34/tool_execution_logs.md b/results/discovery/2026-04-06/run_20_54_34/tool_execution_logs.md
new file mode 100644
index 00000000..bc4cf447
--- /dev/null
+++ b/results/discovery/2026-04-06/run_20_54_34/tool_execution_logs.md
@@ -0,0 +1,18 @@
+# Tool Execution Logs - 2026-04-06
+
+## 1. Check average volume (batch)
+
+- **Type:** `tool`
+- **Node:** filter
+- **Timestamp:** 2026-04-06T21:00:03.063136
+- **Tool:** `get_average_volume_batch`
+- **Parameters:** `{'symbols': ['SVC', 'ZBIO', 'HMH', 'SPG', 'PGC', 'FGBI', 'ALT', 'VTS', 'EJH', 'POCI', 'SCVL', 'SVRE', 'BNR', 'PAGS', 'ECAT', 'CNTB', 'TCGSX', 'FMAC', 'RPAY', 'VVOS', 'WFC', 'META', 'SMCI', 'LRN', 'AMKR', 'SEZL', 'PYPL', 'JEF', 'BAC', 'NYAX', 'FAT', 'KALA', 'SNCR', 'CARM', 'QNCX', 'GRDX', 'OMQS', 'VERO', 'CREX', 'CLSD', 'HOLX', 'BRT', 'AMD', 'AAPL', 'AMZN', 'AVGO', 'CCL', 'CVS', 'BA', 'CSCO', 'COIN', 'ADBE', 'AXP', 'CEG', 'COP', 'COST', 'CSGP', 'US', 'EV', 'II', 'COVID', 'IMF', 'IV', 'PCE', 'KKR', 'TLDR', 'IRGC', 'KVEXT', 'WS', 'YTD', 'WBD', 'JPM', 'ROBO', 'SO', 'TSLA', 'LLY'], 'lookback_days': 10, 'curr_date': '2026-04-06', 'cache_key': 'default'}`
+- **Output Length:** 12834 chars
+
+### Output
+```
+{"SPG": {"symbol": "SPG", "average_volume": 1930796.9, "latest_volume": 1030469.0, "lookback_days": 10, "source": "cache", "cache_date": "2026-04-06", "error": null}, "WFC": {"symbol": "WFC", "average_volume": 14462241.3, "latest_volume": 5458213.0, "lookback_days": 10, "source": "cache", "cache_date": "2026-04-06", "error": null}, "META": {"symbol": "META", "average_volume": 20509419.2, "latest_volume": 9398292.0, "lookback_days": 10, "source": "cache", "cache_date": "2026-04-06", "error": null}, "SMCI": {"symbol": "SMCI", "average_volume": 49772213.6, "latest_volume": 23343236.0, "lookback_days": 10, "source": "cache", "cache_date": "2026-04-06", "error": null}, "PYPL": {"symbol": "PYPL", "average_volume": 15644768.5, "latest_volume": 10119485.0, "lookback_days": 10, "source": "cache", "cache_date": "2026-04-06", "error": null}, "BAC": {"symbol": "BAC", "average_volume": 35425804.4, "latest_volume": 19916244.0, "lookback_days": 10, "source": "cache", "cache_date": "2026-04-06", "error": null}, "HOLX": {"symbol": "HOLX", "average_volume": 12102499.5, "latest_volume": 97401295.0, "lookback_days": 10, "source": "cache", "cache_date": "2026-04-06", "error": null}, "BRT": {"symbol": "BRT", "average_volume": 77326.5, "latest_volume": 114665.0, "lookback_days": 10, "source": "cache", "cache_date": "2026-04-06", "error": null}, "AMD": {"symbol": "AMD", "average_volume": 37855439.1, "latest_volume": 29828591.0, "lookback_days": 10, "source": "cache", "cache_date": "2026-04-06", "error": null}, "AAPL": {"symbol": "AAPL", "average_volume": 39332865.7, "latest_volume": 29063757.0, "lookback_days": 10, "source": "cache", "cache_date": "2026-04-06", "error": null}, "AMZN": {"symbol": "AMZN", "average_volume": 42543155.4, "latest_volume": 24405854.0, "lookback_days": 10, "source": "cache", "cache_date": "2026-04-06", "error": null}, "AVGO": {"symbol": "AVGO", "average_volume": 21244181.7, "latest_volume": 10899917.0, "lookback_days": 10, "source": "cache", "cache_date": "2026-04-06", "error": null}, "CCL": {"symbol": "CCL", "average_volume": 28633579.8, "latest_volume": 14461398.0, "lookback_days": 10, "source": "cache", "cache_date": "2026-04-06", "error": null}, "CVS": {"symbol": "CVS", "average_volume": 6269376.3, "latest_volume": 4252763.0, "lookback_days": 10, "source": "cache", "cache_date": "2026-04-06", "error": null}, "BA": {"symbol": "BA", "average_volume": 6553980.8, "latest_volume": 4134008.0, "lookback_days": 10, "source": "cache", "cache_date": "2026-04-06", "error": null}, "CSCO": {"symbol": "CSCO", "average_volume": 21156238.6, "latest_volume": 14253286.0, "lookback_days": 10, "source": "cache", "cache_date": "2026-04-06", "error": null}, "COIN": {"symbol": "COIN", "average_volume": 11462355.3, "latest_volume": 7060853.0, "lookback_days": 10, "source": "cache", "cache_date": "2026-04-06", "error": null}, "ADBE": {"symbol": "ADBE", "average_volume": 4398555.0, "latest_volume": 2728850.0, "lookback_days": 10, "source": "cache", "cache_date": "2026-04-06", "error": null}, "AXP": {"symbol": "AXP", "average_volume": 3147018.0, "latest_volume": 2172480.0, "lookback_days": 10, "source": "cache", "cache_date": "2026-04-06", "error": null}, "CEG": {"symbol": "CEG", "average_volume": 3125793.9, "latest_volume": 2388039.0, "lookback_days": 10, "source": "cache", "cache_date": "2026-04-06", "error": null}, "COP": {"symbol": "COP", "average_volume": 9216833.0, "latest_volume": 3501030.0, "lookback_days": 10, "source": "cache", "cache_date": "2026-04-06", "error": null}, "COST": {"symbol": "COST", "average_volume": 1671691.4, "latest_volume": 1396814.0, "lookback_days": 10, "source": "cache", "cache_date": "2026-04-06", "error": null}, "CSGP": {"symbol": "CSGP", "average_volume": 5754350.9, "latest_volume": 5319409.0, "lookback_days": 10, "source": "cache", "cache_date": "2026-04-06", "error": null}, "WBD": {"symbol": "WBD", "average_volume": 26833191.1, "latest_volume": 21864411.0, "lookback_days": 10, "source": "cache", "cache_date": "2026-04-06", "error": null}, "JPM": {"symbol": "JPM", "average_volume": 10087919.9, "latest_volume": 4957599.0, "lookback_days": 10, "source": "cache", "cache_date": "2026-04-06", "error": null}, "SO": {"symbol": "SO", "average_volume": 4726601.4, "latest_volume": 2637614.0, "lookback_days": 10, "source": "cache", "cache_date": "2026-04-06", "error": null}, "TSLA": {"symbol": "TSLA", "average_volume": 66941030.1, "latest_volume": 76849201.0, "lookback_days": 10, "source": "cache", "cache_date": "2026-04-06", "error": null}, "LLY": {"symbol": "LLY", "average_volume": 2947020.6, "latest_volume": 1468906.0, "lookback_days": 10, "source": "cache", "cache_date": "2026-04-06", "error": null}, "SVC": {"symbol": "SVC", "average_volume": 18514983.3, "latest_volume": 27628033.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "ZBIO": {"symbol": "ZBIO", "average_volume": 1448436.0, "latest_volume": 634660.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "HMH": {"symbol": "HMH", "average_volume": 994798.0, "latest_volume": 672896.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "PGC": {"symbol": "PGC", "average_volume": 118598.1, "latest_volume": 99481.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "FGBI": {"symbol": "FGBI", "average_volume": 14231.7, "latest_volume": 32417.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "ALT": {"symbol": "ALT", "average_volume": 2961405.4, "latest_volume": 2324654.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "VTS": {"symbol": "VTS", "average_volume": 751413.6, "latest_volume": 478536.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "EJH": {"symbol": "EJH", "average_volume": 69271.7, "latest_volume": 28413.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "POCI": {"symbol": "POCI", "average_volume": 33392.5, "latest_volume": 26425.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "SCVL": {"symbol": "SCVL", "average_volume": 545156.4, "latest_volume": 470464.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "SVRE": {"symbol": "SVRE", "average_volume": 25174.7, "latest_volume": 72147.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "BNR": {"symbol": "BNR", "average_volume": 51894.3, "latest_volume": 14643.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "PAGS": {"symbol": "PAGS", "average_volume": 3087352.5, "latest_volume": 4383125.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "ECAT": {"symbol": "ECAT", "average_volume": 627043.6, "latest_volume": 500736.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "CNTB": {"symbol": "CNTB", "average_volume": 615005.7, "latest_volume": 428157.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "TCGSX": {"symbol": "TCGSX", "average_volume": 0.0, "latest_volume": 0.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "FMAC": {"symbol": "FMAC", "average_volume": null, "latest_volume": null, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": "No volume data found"}, "RPAY": {"symbol": "RPAY", "average_volume": 1628293.6, "latest_volume": 1351436.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "VVOS": {"symbol": "VVOS", "average_volume": 385877.5, "latest_volume": 2803475.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "LRN": {"symbol": "LRN", "average_volume": 588333.4, "latest_volume": 342534.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "AMKR": {"symbol": "AMKR", "average_volume": 3037048.5, "latest_volume": 1738385.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "SEZL": {"symbol": "SEZL", "average_volume": 579300.7, "latest_volume": 691707.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "JEF": {"symbol": "JEF", "average_volume": 3114342.8, "latest_volume": 1187328.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "NYAX": {"symbol": "NYAX", "average_volume": 5800.9, "latest_volume": 2909.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "FAT": {"symbol": "FAT", "average_volume": 25300.4, "latest_volume": 13259.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "KALA": {"symbol": "KALA", "average_volume": 3261049.8, "latest_volume": 1422898.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "SNCR": {"symbol": "SNCR", "average_volume": 240184.4, "latest_volume": 0.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "CARM": {"symbol": "CARM", "average_volume": 89867.7, "latest_volume": 126077.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "QNCX": {"symbol": "QNCX", "average_volume": 30981146.0, "latest_volume": 19832960.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "GRDX": {"symbol": "GRDX", "average_volume": 72984.8, "latest_volume": 65448.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "OMQS": {"symbol": "OMQS", "average_volume": 1282.8, "latest_volume": 5000.0, "lookback_days": 10, "source": "download", "cache_date": "2026-04-06", "error": null}, "VERO": {"symbol": "VERO", "average_volume": 20344.3, "latest_volume": 43.0, "lookback_day... [truncated]
+```
+
+---
+