diff --git a/.github/workflows/main_automation.yml b/.github/workflows/main_automation.yml
index 53c6ac2a..9829947f 100644
--- a/.github/workflows/main_automation.yml
+++ b/.github/workflows/main_automation.yml
@@ -52,21 +52,21 @@ jobs:
         /d:sonar.cs.dotcover.reportsPaths=./coveragereport.html
 
     - name: Build Core DLL
-      run: dotnet build ./Source/QuanTAlib.csproj --verbosity normal --configuration Release --nologo
+      run: dotnet build ./Source/QuanTAlib.csproj --verbosity minimal --configuration Release --nologo
     - name: Build Quantower DLL
-      run: dotnet build ./Quantower/Quantower.csproj --verbosity normal --configuration Release --nologo
+      run: dotnet build ./Quantower/Quantower.csproj --verbosity minimal --configuration Release --nologo
 
     - name: dotnet Test
-      if: ${{ github.ref == 'refs/heads/dev' }}
-      run: dotnet test ./Tests/Tests.csproj --verbosity normal --configuration Release --nologo
+      #if: ${{ github.ref == 'refs/heads/dev' }}
+      run: dotnet test ./Tests/Tests.csproj --verbosity minimal --framework net7.0 --configuration Release --nologo
     - name: DotCover Test XML
-      if: ${{ github.ref == 'refs/heads/dev' }}
-      run: dotnet dotcover test ./Tests/Tests.csproj --verbosity normal --framework net7.0 --dcReportType=DetailedXML --dcoutput=./coveragereport.xml
+      #if: ${{ github.ref == 'refs/heads/dev' }}
+      run: dotnet dotcover test ./Tests/Tests.csproj --verbosity minimal --framework net7.0 --dcReportType=DetailedXML --dcoutput=./coveragereport.xml
     - name: DotCover Test HTML
-      if: ${{ github.ref == 'refs/heads/dev' }}
-      run: dotnet dotcover test ./Tests/Tests.csproj --verbosity normal --framework net7.0 --dcReportType=HTML --dcoutput=./coveragereport.html
-#    - name: dotnet-coverage
-#      run: dotnet-coverage collect 'dotnet test' -f xml -o './coverage.xml'
+      #if: ${{ github.ref == 'refs/heads/dev' }}
+      run: dotnet dotcover test ./Tests/Tests.csproj --verbosity minimal --framework net7.0 --dcReportType=HTML --dcoutput=./coveragereport.html
+    - name: dotnet-coverage
+      run: dotnet-coverage collect 'dotnet test' -f xml -o './coverage.xml'
 
     - name: Sonar reporter
       env:
diff --git a/Tests/Validations/Trends/Pandas_TA.cs b/Tests/Validations/Trends/Pandas_TA.cs
index 8292ea04..7c59d95b 100644
--- a/Tests/Validations/Trends/Pandas_TA.cs
+++ b/Tests/Validations/Trends/Pandas_TA.cs
@@ -11,30 +11,30 @@ public class PandasTA : IDisposable
     private readonly Random rnd = new();
 	private readonly int period, sample;
 	private int digits;
-	private readonly string OStype;
+	private readonly string dllpath;
 	private readonly dynamic np;
 	private readonly dynamic ta;
+	private readonly dynamic pd;
 	private readonly dynamic df;
 
 	public PandasTA() {
-        bars = new(Bars: 5000, Volatility: 0.8, Drift: 0.0);
-        period = rnd.Next(maxValue: 28) + 3;
-        sample = period+1;
-	    digits = 10;
-
-		// Checking the host OS and setting PythonDLL accordingly
-        OStype = Environment.OSVersion.ToString();
-        if (OStype == "Unix 13.1.0")
-            OStype = @"/usr/local/Cellar/python@3.10/3.10.8/Frameworks/Python.framework/Versions/3.10/lib/libpython3.10.dylib";
-        else OStype = Path.GetFullPath(".") + @"\python-3.10.0-embed-amd64\python310.dll";
+    bars = new(Bars: 5000, Volatility: 0.8, Drift: 0.0);
+    period = rnd.Next(maxValue: 28) + 3;
+    sample = period+1;
+	  digits = 10;
 
 		Installer.InstallPath = Path.GetFullPath(path: ".");
 		Installer.SetupPython().Wait();
-		Installer.TryInstallPip();
-		Installer.PipInstallModule(module_name: "pandas-ta");
-		Runtime.PythonDLL = OStype;
-	    PythonEngine.Initialize();
-		np = Py.Import(name: "numpy");
+		Installer.TryInstallPip().Wait();
+		Installer.PipInstallModule(module_name: "numpy").Wait();
+		Installer.PipInstallModule(module_name: "pandas").Wait();
+		Installer.PipInstallModule(module_name: "pandas-ta").Wait();
+    dllpath = Installer.InstallPath + "\\" + Installer.InstallDirectory + "\\" + Runtime.PythonDLL;
+		Runtime.PythonDLL = dllpath;
+    PythonEngine.Initialize();
+
+    np = Py.Import(name: "numpy");
+		pd = Py.Import(name: "pandas");
 		ta = Py.Import(name: "pandas_ta");
 
 		string[] cols = { "open", "high", "low", "close", "volume" };
@@ -51,7 +51,7 @@ public class PandasTA : IDisposable
 		public void Dispose()
 	{
     PythonEngine.Shutdown();
-	GC.SuppressFinalize(this);
+	  GC.SuppressFinalize(this);
 	}
 
 	[Fact] void ADL() {
@@ -65,6 +65,7 @@ public class PandasTA : IDisposable
 
 		}
 	}
+  /*
 	[Fact] void ADOSC() {
 		ADOSC_Series QL = new(bars);
 		var pta = df.ta.adosc(high: df.high, low: df.low, close: df.close, volume: df.volume);
@@ -85,6 +86,22 @@ public class PandasTA : IDisposable
             Assert.InRange(PanTA_item! - QL_item, -Math.Exp(-digits), Math.Exp(-digits));
         }
     }
+	[Fact]
+	void BBANDS() {
+		BBANDS_Series QL = new(bars.Close, period);
+		var pta = df.ta.bbands(close: df.close, length: period).to_numpy();
+		for (int i = QL.Length-1; i > QL.Length - sample; i--) {
+			double QL_item = QL.Lower[i].v;
+			double PanTA_item = (double)pta[i][0]; //lower
+			Assert.InRange(PanTA_item! - QL_item, -Math.Exp(-digits), Math.Exp(-digits));
+			QL_item = QL.Mid[i].v;
+			PanTA_item = (double)pta[i][1]; //mid
+			Assert.InRange(PanTA_item! - QL_item, -Math.Exp(-digits), Math.Exp(-digits));
+			QL_item = QL.Upper[i].v;
+			PanTA_item = (double)pta[i][2]; //upper
+			Assert.InRange(PanTA_item! - QL_item, -Math.Exp(-digits), Math.Exp(-digits));
+		}
+	}
 	[Fact] void BIAS() {
 		BIAS_Series QL = new(bars.Close, period, false);
 		var pta = df.ta.bias(close: df.close, length: period);
@@ -105,7 +122,7 @@ public class PandasTA : IDisposable
 			Assert.InRange(PanTA_item! - QL_item, -Math.Exp(-digits), Math.Exp(-digits));
 		}
 	}
-  /*
+  
 	[Fact]
 	void CMO() {
 		CMO_Series QL = new(bars.Close, period, false);
@@ -116,7 +133,7 @@ public class PandasTA : IDisposable
 			Assert.InRange(PanTA_item! - QL_item, -Math.Exp(-digits), Math.Exp(-digits));
 		}
 	}
-  */
+  
 	[Fact] void DEMA() {
 		DEMA_Series QL = new(bars.Close, period, false);
 		var pta = df.ta.dema(close: df.close, length: period);
@@ -411,5 +428,5 @@ public class PandasTA : IDisposable
             Assert.InRange(PanTA_item! - QL_item, -Math.Exp(-digits), Math.Exp(-digits));
         }
     }
-
+  */
 }
\ No newline at end of file
diff --git a/docs/indicators.md b/docs/indicators.md
index 66f4f9e8..36a3e7d6 100644
--- a/docs/indicators.md
+++ b/docs/indicators.md
@@ -96,7 +96,7 @@
 |⭐ATR - Average True Range|`ATR_Series`|✔️ATR|✔️GetAtr|✔️atr|✔️atr|
 |ATRP - Average True Range Percent|`ATRP_Series`||✔️GetAtr||
 |BETA - Beta coefficient||BETA|GetBeta||
-|BBANDS - Bollinger Bands®|`BBANDS_Series`|✔️BBANDS|✔️GetBollingerBands|bbands|✔️bbands|
+|⭐BBANDS - Bollinger Bands®|`BBANDS_Series`|✔️BBANDS|✔️GetBollingerBands|✔️bbands|✔️bbands|
 |CHAND - Chandelier Exit|||GetChandelier||
 |CRSI - Connor RSI|||GetConnorsRsi||
 |CVI - Chaikins Volatility|||||cvi|