Merge pull request #4029 from SigNoz/release/v0.34.2

Release/v0.34.2

.github/CODEOWNERS

@@ -4,6 +4,7 @@
 * @ankitnayan
 
 /frontend/ @palashgdev @YounixM
+/frontend/src/container/MetricsApplication @srikanthccv
 /deploy/ @prashant-shahi
 /sample-apps/ @prashant-shahi
 **/query-service/ @srikanthccv

deploy/docker-swarm/clickhouse-setup/docker-compose.yaml

@@ -146,7 +146,7 @@ services:
         condition: on-failure
 
   query-service:
-    image: signoz/query-service:0.34.1
+    image: signoz/query-service:0.34.2
     command:
       [
         "-config=/root/config/prometheus.yml",
@@ -186,7 +186,7 @@ services:
     <<: *db-depend
 
   frontend:
-    image: signoz/frontend:0.34.1
+    image: signoz/frontend:0.34.2
     deploy:
       restart_policy:
         condition: on-failure

deploy/docker/clickhouse-setup/docker-compose.yaml

@@ -164,7 +164,7 @@ services:
   # Notes for Maintainers/Contributors who will change Line Numbers of Frontend & Query-Section. Please Update Line Numbers in `./scripts/commentLinesForSetup.sh` & `./CONTRIBUTING.md`
 
   query-service:
-    image: signoz/query-service:${DOCKER_TAG:-0.34.1}
+    image: signoz/query-service:${DOCKER_TAG:-0.34.2}
     container_name: signoz-query-service
     command:
       [
@@ -203,7 +203,7 @@ services:
     <<: *db-depend
 
   frontend:
-    image: signoz/frontend:${DOCKER_TAG:-0.34.1}
+    image: signoz/frontend:${DOCKER_TAG:-0.34.2}
     container_name: signoz-frontend
     restart: on-failure
     depends_on:

frontend/src/container/MetricsApplication/MetricsPageQueries/DBCallQueries.ts

@@ -114,8 +114,8 @@ export const databaseCallsAvgDuration = ({
 	const legendFormulas = ['Average Duration'];
 	const expressions = [FORMULA.DATABASE_CALLS_AVG_DURATION];
 	const aggregateOperators = [
-		MetricAggregateOperator.SUM,
-		MetricAggregateOperator.SUM,
+		MetricAggregateOperator.SUM_RATE,
+		MetricAggregateOperator.SUM_RATE,
 	];
 	const dataSource = DataSource.METRICS;
 

frontend/src/container/MetricsApplication/MetricsPageQueries/ExternalQueries.ts

@@ -94,8 +94,8 @@ export const externalCallErrorPercent = ({
 	const additionalItems = [additionalItemsA, additionalItemsB];
 
 	const aggregateOperators = [
-		MetricAggregateOperator.SUM,
-		MetricAggregateOperator.SUM,
+		MetricAggregateOperator.SUM_RATE,
+		MetricAggregateOperator.SUM_RATE,
 	];
 	const legends = [legend, legend];
 	const dataSource = DataSource.METRICS;
@@ -153,8 +153,8 @@ export const externalCallDuration = ({
 	const additionalItems = [additionalItemsA, additionalItemsA];
 	const legends = [legend, legend];
 	const aggregateOperators = [
-		MetricAggregateOperator.SUM,
-		MetricAggregateOperator.SUM,
+		MetricAggregateOperator.SUM_RATE,
+		MetricAggregateOperator.SUM_RATE,
 	];
 	const dataSource = DataSource.METRICS;
 
@@ -251,8 +251,8 @@ export const externalCallDurationByAddress = ({
 	const additionalItems = [additionalItemsA, additionalItemsA];
 	const legends = [legend, legend];
 	const aggregateOperators = [
-		MetricAggregateOperator.SUM,
-		MetricAggregateOperator.SUM,
+		MetricAggregateOperator.SUM_RATE,
+		MetricAggregateOperator.SUM_RATE,
 	];
 	const dataSource = DataSource.METRICS;
 

frontend/src/container/OnboardingContainer/Modules/APM/GoLang/md-docs/Kubernetes/golang-kubernetes-installOtelCollector.md

@@ -1,14 +1,17 @@
-### Install otel-collector in your Kubernetes infra
+## Install otel-collector in your Kubernetes infra
+ 
 
 Add the SigNoz Helm Chart repository
 ```bash
 helm repo add signoz https://charts.signoz.io
 ```
+ 
 
 If the chart is already present, update the chart to the latest using:
 ```bash
 helm repo update
 ```
+ 
 
 Install the Kubernetes Infrastructure chart provided by SigNoz
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/GoLang/md-docs/Kubernetes/golang-kubernetes-instrumentApplication.md

@@ -1,7 +1,9 @@
-After setting up the Otel collector agent, follow the steps below to instrumnet your Go Application
+After setting up the Otel collector agent, follow the steps below to instrument your Go Application
+ 
+ 
 
 ### Step 1: Install OpenTelemetry Dependencies
-Dependencies related to OpenTelemetry exporter and SDK have to be installed first
+Dependencies related to OpenTelemetry exporter and SDK have to be installed first.
 
 Run the below commands after navigating to the application source folder:
 ```bash
@@ -13,7 +15,9 @@ go get go.opentelemetry.io/otel \
   go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc
 ```
 
-**Note:** Note that we are assuming you are using gin request router. If you are using other request routers, check out the [corresponding package](https://signoz.io/docs/instrumentation/golang/#request-routers).
+**Note:** We are assuming you are using gin request router. If you are using other request routers, check out the [corresponding package](https://signoz.io/docs/instrumentation/golang/#request-routers).
+ 
+ 
 
 ### Step 2: Declare environment variables for configuring OpenTelemetry
 Declare the following global variables in **`main.go`** which we will use to configure OpenTelemetry:
@@ -24,9 +28,10 @@ Declare the following global variables in **`main.go`** which we will use to con
      insecure     = os.Getenv("INSECURE_MODE")
  )
 ```
+ 
 
 ### Step 3: Instrument your Go application 
-To configure your application to send data we will need a function to initialize OpenTelemetry. Add the following snippet of code in your `main.go` file.
+To configure your application to send data we will need a function to initialize OpenTelemetry. Add the following snippet of code in your **`main.go`** file.
 
 ```bash
      
@@ -85,9 +90,10 @@ To configure your application to send data we will need a function to initialize
      return exporter.Shutdown
  }
 ```
+ 
 
-### Step 4: Initialise the tracer in `main.go`
-Modify the main function to initialise the tracer in main.go. Initiate the tracer at the very beginning of our main function.
+### Step 4: Initialise the tracer in **`main.go`**
+Modify the main function to initialise the tracer in **`main.go`**. Initiate the tracer at the very beginning of our main function.
 ```bash
 func main() {
     cleanup := initTracer()
@@ -96,9 +102,10 @@ func main() {
     ......
 }
 ```
+ 
 
 ### Step 5: Add the OpenTelemetry Gin middleware
-Configure Gin to use the middleware by adding the following lines in `main.go`
+Configure Gin to use the middleware by adding the following lines in **`main.go`**
 ```bash
 import (
     ....

frontend/src/container/OnboardingContainer/Modules/APM/GoLang/md-docs/Kubernetes/golang-kubernetes-runApplication.md

@@ -1,3 +1,5 @@
+ 
+
 To run your Go Gin application, use the below command :
 
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/GoLang/md-docs/LinuxAMD64/QuickStart/golang-linuxamd64-quickStart-instrumentApplication.md

@@ -1,6 +1,9 @@
+After setting up the Otel collector agent, follow the steps below to instrument your Go Application
+ 
+ 
 
 ### Step 1: Install OpenTelemetry Dependencies
-Dependencies related to OpenTelemetry exporter and SDK have to be installed first
+Dependencies related to OpenTelemetry exporter and SDK have to be installed first.
 
 Run the below commands after navigating to the application source folder:
 ```bash
@@ -12,7 +15,9 @@ go get go.opentelemetry.io/otel \
   go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc
 ```
 
-**Note:** Note that we are assuming you are using gin request router. If you are using other request routers, check out the [corresponding package](https://signoz.io/docs/instrumentation/golang/#request-routers).
+**Note:** We are assuming you are using gin request router. If you are using other request routers, check out the [corresponding package](https://signoz.io/docs/instrumentation/golang/#request-routers).
+ 
+ 
 
 ### Step 2: Declare environment variables for configuring OpenTelemetry
 Declare the following global variables in **`main.go`** which we will use to configure OpenTelemetry:
@@ -23,9 +28,10 @@ Declare the following global variables in **`main.go`** which we will use to con
      insecure     = os.Getenv("INSECURE_MODE")
  )
 ```
+ 
 
 ### Step 3: Instrument your Go application 
-To configure your application to send data we will need a function to initialize OpenTelemetry. Add the following snippet of code in your `main.go` file.
+To configure your application to send data we will need a function to initialize OpenTelemetry. Add the following snippet of code in your **`main.go`** file.
 
 ```bash
      
@@ -84,9 +90,10 @@ To configure your application to send data we will need a function to initialize
      return exporter.Shutdown
  }
 ```
+ 
 
-### Step 4: Initialise the tracer in `main.go`
-Modify the main function to initialise the tracer in main.go. Initiate the tracer at the very beginning of our main function.
+### Step 4: Initialise the tracer in **`main.go`**
+Modify the main function to initialise the tracer in **`main.go`**. Initiate the tracer at the very beginning of our main function.
 ```bash
 func main() {
     cleanup := initTracer()
@@ -95,9 +102,10 @@ func main() {
     ......
 }
 ```
+ 
 
 ### Step 5: Add the OpenTelemetry Gin middleware
-Configure Gin to use the middleware by adding the following lines in `main.go`
+Configure Gin to use the middleware by adding the following lines in **`main.go`**
 ```bash
 import (
     ....

frontend/src/container/OnboardingContainer/Modules/APM/GoLang/md-docs/LinuxAMD64/QuickStart/golang-linuxamd64-quickStart-runApplication.md

@@ -1,3 +1,4 @@
+ 
 To run your Go Gin application, use the below command :
 
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/GoLang/md-docs/LinuxAMD64/Recommended/golang-linuxamd64-recommended-installOtelCollector.md

@@ -1,16 +1,19 @@
-### Setup OpenTelemetry Binary as an agent
+## Setup OpenTelemetry Binary as an agent
+ 
 
 ### Step 1: Download otel-collector tar.gz
 ```bash
 wget https://github.com/open-telemetry/opentelemetry-collector-releases/releases/download/v0.79.0/otelcol-contrib_0.79.0_linux_amd64.tar.gz
 ```
+ 
 
 ### Step 2: Extract otel-collector tar.gz to the `otelcol-contrib` folder
 ```bash
 mkdir otelcol-contrib && tar xvzf otelcol-contrib_0.79.0_linux_amd64.tar.gz -C otelcol-contrib
 ```
+ 
 
-### Step 3: Create config.yaml in folder otelcol-contrib with the below content in it
+### Step 3: Create `config.yaml` in `otelcol-contrib` folder with the below content in it
 ```bash
 receivers:
   otlp:

frontend/src/container/OnboardingContainer/Modules/APM/GoLang/md-docs/LinuxAMD64/Recommended/golang-linuxamd64-recommended-instrumentApplication.md

@@ -1,7 +1,9 @@
-After setting up the Otel collector agent, follow the steps below to instrumnet your Go Application
+After setting up the Otel collector agent, follow the steps below to instrument your Go Application
+ 
+ 
 
 ### Step 1: Install OpenTelemetry Dependencies
-Dependencies related to OpenTelemetry exporter and SDK have to be installed first
+Dependencies related to OpenTelemetry exporter and SDK have to be installed first.
 
 Run the below commands after navigating to the application source folder:
 ```bash
@@ -13,7 +15,9 @@ go get go.opentelemetry.io/otel \
   go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc
 ```
 
-**Note:** Note that we are assuming you are using gin request router. If you are using other request routers, check out the [corresponding package](https://signoz.io/docs/instrumentation/golang/#request-routers).
+**Note:** We are assuming you are using gin request router. If you are using other request routers, check out the [corresponding package](https://signoz.io/docs/instrumentation/golang/#request-routers).
+ 
+ 
 
 ### Step 2: Declare environment variables for configuring OpenTelemetry
 Declare the following global variables in **`main.go`** which we will use to configure OpenTelemetry:
@@ -24,9 +28,10 @@ Declare the following global variables in **`main.go`** which we will use to con
      insecure     = os.Getenv("INSECURE_MODE")
  )
 ```
+ 
 
 ### Step 3: Instrument your Go application 
-To configure your application to send data we will need a function to initialize OpenTelemetry. Add the following snippet of code in your `main.go` file.
+To configure your application to send data we will need a function to initialize OpenTelemetry. Add the following snippet of code in your **`main.go`** file.
 
 ```bash
      
@@ -85,9 +90,10 @@ To configure your application to send data we will need a function to initialize
      return exporter.Shutdown
  }
 ```
+ 
 
-### Step 4: Initialise the tracer in `main.go`
-Modify the main function to initialise the tracer in main.go. Initiate the tracer at the very beginning of our main function.
+### Step 4: Initialise the tracer in **`main.go`**
+Modify the main function to initialise the tracer in **`main.go`**. Initiate the tracer at the very beginning of our main function.
 ```bash
 func main() {
     cleanup := initTracer()
@@ -96,9 +102,10 @@ func main() {
     ......
 }
 ```
+ 
 
 ### Step 5: Add the OpenTelemetry Gin middleware
-Configure Gin to use the middleware by adding the following lines in `main.go`
+Configure Gin to use the middleware by adding the following lines in **`main.go`**
 ```bash
 import (
     ....

frontend/src/container/OnboardingContainer/Modules/APM/GoLang/md-docs/LinuxAMD64/Recommended/golang-linuxamd64-recommended-runApplication.md

@@ -1,4 +1,6 @@
+ 
 Once you are done intrumenting your Go Gin application, you can run it using the below commands
+ 
 
 ### Step 1: Run OTel Collector
  Run this command inside the `otelcol-contrib` directory that you created in the install Otel Collector step
@@ -6,15 +8,19 @@ Once you are done intrumenting your Go Gin application, you can run it using the
 ```bash
 ./otelcol-contrib --config ./config.yaml &> otelcol-output.log & echo "$!" > otel-pid
 ```
-### (Optional Step): View last 50 lines of `otelcol` logs
+ 
+
+#### (Optional Step): View last 50 lines of `otelcol` logs
 ```bash
 tail -f -n 50 otelcol-output.log
 ```
 
-### (Optional Step): Stop `otelcol`
+#### (Optional Step): Stop `otelcol`
 ```bash
 kill "$(< otel-pid)"
 ```
+&nbsp;
+
 ### Step 2: Set environment variables and run your Go Gin application
 ```bash
 SERVICE_NAME={{MYAPP}} INSECURE_MODE=true OTEL_EXPORTER_OTLP_ENDPOINT=localhost:4317 go run main.go

frontend/src/container/OnboardingContainer/Modules/APM/GoLang/md-docs/LinuxARM64/QuickStart/golang-linuxarm64-quickStart-instrumentApplication.md

@@ -1,6 +1,9 @@
+After setting up the Otel collector agent, follow the steps below to instrument your Go Application
+ 
+ 
 
 ### Step 1: Install OpenTelemetry Dependencies
-Dependencies related to OpenTelemetry exporter and SDK have to be installed first
+Dependencies related to OpenTelemetry exporter and SDK have to be installed first.
 
 Run the below commands after navigating to the application source folder:
 ```bash
@@ -12,7 +15,9 @@ go get go.opentelemetry.io/otel \
   go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc
 ```
 
-**Note:** Note that we are assuming you are using gin request router. If you are using other request routers, check out the [corresponding package](https://signoz.io/docs/instrumentation/golang/#request-routers).
+**Note:** We are assuming you are using gin request router. If you are using other request routers, check out the [corresponding package](https://signoz.io/docs/instrumentation/golang/#request-routers).
+ 
+ 
 
 ### Step 2: Declare environment variables for configuring OpenTelemetry
 Declare the following global variables in **`main.go`** which we will use to configure OpenTelemetry:
@@ -23,9 +28,10 @@ Declare the following global variables in **`main.go`** which we will use to con
      insecure     = os.Getenv("INSECURE_MODE")
  )
 ```
+ 
 
 ### Step 3: Instrument your Go application 
-To configure your application to send data we will need a function to initialize OpenTelemetry. Add the following snippet of code in your `main.go` file.
+To configure your application to send data we will need a function to initialize OpenTelemetry. Add the following snippet of code in your **`main.go`** file.
 
 ```bash
      
@@ -84,9 +90,10 @@ To configure your application to send data we will need a function to initialize
      return exporter.Shutdown
  }
 ```
+ 
 
-### Step 4: Initialise the tracer in `main.go`
-Modify the main function to initialise the tracer in main.go. Initiate the tracer at the very beginning of our main function.
+### Step 4: Initialise the tracer in **`main.go`**
+Modify the main function to initialise the tracer in **`main.go`**. Initiate the tracer at the very beginning of our main function.
 ```bash
 func main() {
     cleanup := initTracer()
@@ -95,9 +102,10 @@ func main() {
     ......
 }
 ```
+ 
 
 ### Step 5: Add the OpenTelemetry Gin middleware
-Configure Gin to use the middleware by adding the following lines in `main.go`
+Configure Gin to use the middleware by adding the following lines in **`main.go`**
 ```bash
 import (
     ....

frontend/src/container/OnboardingContainer/Modules/APM/GoLang/md-docs/LinuxARM64/QuickStart/golang-linuxarm64-quickStart-runApplication.md

@@ -1,3 +1,4 @@
+ 
 To run your Go Gin application, use the below command :
 
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/GoLang/md-docs/LinuxARM64/Recommended/golang-linuxarm64-recommended-installOtelCollector.md

@@ -1,16 +1,22 @@
-### Setup OpenTelemetry Binary as an agent
+## Setup OpenTelemetry Binary as an agent
+
+ 
+ 
 
 ### Step 1: Download otel-collector tar.gz
 ```bash
 wget https://github.com/open-telemetry/opentelemetry-collector-releases/releases/download/v0.79.0/otelcol-contrib_0.79.0_linux_arm64.tar.gz
 ```
+ 
 
 ### Step 2: Extract otel-collector tar.gz to the `otelcol-contrib` folder
 ```bash
 mkdir otelcol-contrib && tar xvzf otelcol-contrib_0.79.0_linux_arm64.tar.gz -C otelcol-contrib
 ```
+ 
+ 
 
-### Step 3: Create config.yaml in folder otelcol-contrib with the below content in it
+### Step 3: Create `config.yaml` in `otelcol-contrib` folder with the below content in it
 ```bash
 receivers:
   otlp:

frontend/src/container/OnboardingContainer/Modules/APM/GoLang/md-docs/LinuxARM64/Recommended/golang-linuxarm64-recommended-instrumentApplication.md

@@ -1,7 +1,9 @@
-After setting up the Otel collector agent, follow the steps below to instrumnet your Go Application
+After setting up the Otel collector agent, follow the steps below to instrument your Go Application
+ 
+ 
 
 ### Step 1: Install OpenTelemetry Dependencies
-Dependencies related to OpenTelemetry exporter and SDK have to be installed first
+Dependencies related to OpenTelemetry exporter and SDK have to be installed first.
 
 Run the below commands after navigating to the application source folder:
 ```bash
@@ -13,7 +15,9 @@ go get go.opentelemetry.io/otel \
   go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc
 ```
 
-**Note:** Note that we are assuming you are using gin request router. If you are using other request routers, check out the [corresponding package](https://signoz.io/docs/instrumentation/golang/#request-routers).
+**Note:** We are assuming you are using gin request router. If you are using other request routers, check out the [corresponding package](https://signoz.io/docs/instrumentation/golang/#request-routers).
+ 
+ 
 
 ### Step 2: Declare environment variables for configuring OpenTelemetry
 Declare the following global variables in **`main.go`** which we will use to configure OpenTelemetry:
@@ -24,9 +28,10 @@ Declare the following global variables in **`main.go`** which we will use to con
      insecure     = os.Getenv("INSECURE_MODE")
  )
 ```
+ 
 
 ### Step 3: Instrument your Go application 
-To configure your application to send data we will need a function to initialize OpenTelemetry. Add the following snippet of code in your `main.go` file.
+To configure your application to send data we will need a function to initialize OpenTelemetry. Add the following snippet of code in your **`main.go`** file.
 
 ```bash
      
@@ -85,9 +90,10 @@ To configure your application to send data we will need a function to initialize
      return exporter.Shutdown
  }
 ```
+ 
 
-### Step 4: Initialise the tracer in `main.go`
-Modify the main function to initialise the tracer in main.go. Initiate the tracer at the very beginning of our main function.
+### Step 4: Initialise the tracer in **`main.go`**
+Modify the main function to initialise the tracer in **`main.go`**. Initiate the tracer at the very beginning of our main function.
 ```bash
 func main() {
     cleanup := initTracer()
@@ -96,9 +102,10 @@ func main() {
     ......
 }
 ```
+ 
 
 ### Step 5: Add the OpenTelemetry Gin middleware
-Configure Gin to use the middleware by adding the following lines in `main.go`
+Configure Gin to use the middleware by adding the following lines in **`main.go`**
 ```bash
 import (
     ....

frontend/src/container/OnboardingContainer/Modules/APM/GoLang/md-docs/LinuxARM64/Recommended/golang-linuxarm64-recommended-runApplication.md

@@ -1,4 +1,6 @@
+ 
 Once you are done intrumenting your Go Gin application, you can run it using the below commands
+ 
 
 ### Step 1: Run OTel Collector
  Run this command inside the `otelcol-contrib` directory that you created in the install Otel Collector step
@@ -6,15 +8,19 @@ Once you are done intrumenting your Go Gin application, you can run it using the
 ```bash
 ./otelcol-contrib --config ./config.yaml &> otelcol-output.log & echo "$!" > otel-pid
 ```
-### (Optional Step): View last 50 lines of `otelcol` logs
+ 
+
+#### (Optional Step): View last 50 lines of `otelcol` logs
 ```bash
 tail -f -n 50 otelcol-output.log
 ```
 
-### (Optional Step): Stop `otelcol`
+#### (Optional Step): Stop `otelcol`
 ```bash
 kill "$(< otel-pid)"
 ```
+&nbsp;
+
 ### Step 2: Set environment variables and run your Go Gin application
 ```bash
 SERVICE_NAME={{MYAPP}} INSECURE_MODE=true OTEL_EXPORTER_OTLP_ENDPOINT=localhost:4317 go run main.go

frontend/src/container/OnboardingContainer/Modules/APM/GoLang/md-docs/MacOsAMD64/QuickStart/golang-macosamd64-quickStart-instrumentApplication.md

@@ -1,6 +1,9 @@
+After setting up the Otel collector agent, follow the steps below to instrument your Go Application
+ 
+ 
 
 ### Step 1: Install OpenTelemetry Dependencies
-Dependencies related to OpenTelemetry exporter and SDK have to be installed first
+Dependencies related to OpenTelemetry exporter and SDK have to be installed first.
 
 Run the below commands after navigating to the application source folder:
 ```bash
@@ -12,7 +15,9 @@ go get go.opentelemetry.io/otel \
   go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc
 ```
 
-**Note:** Note that we are assuming you are using gin request router. If you are using other request routers, check out the [corresponding package](https://signoz.io/docs/instrumentation/golang/#request-routers).
+**Note:** We are assuming you are using gin request router. If you are using other request routers, check out the [corresponding package](https://signoz.io/docs/instrumentation/golang/#request-routers).
+ 
+ 
 
 ### Step 2: Declare environment variables for configuring OpenTelemetry
 Declare the following global variables in **`main.go`** which we will use to configure OpenTelemetry:
@@ -23,9 +28,10 @@ Declare the following global variables in **`main.go`** which we will use to con
      insecure     = os.Getenv("INSECURE_MODE")
  )
 ```
+ 
 
 ### Step 3: Instrument your Go application 
-To configure your application to send data we will need a function to initialize OpenTelemetry. Add the following snippet of code in your `main.go` file.
+To configure your application to send data we will need a function to initialize OpenTelemetry. Add the following snippet of code in your **`main.go`** file.
 
 ```bash
      
@@ -84,9 +90,10 @@ To configure your application to send data we will need a function to initialize
      return exporter.Shutdown
  }
 ```
+ 
 
-### Step 4: Initialise the tracer in `main.go`
-Modify the main function to initialise the tracer in main.go. Initiate the tracer at the very beginning of our main function.
+### Step 4: Initialise the tracer in **`main.go`**
+Modify the main function to initialise the tracer in **`main.go`**. Initiate the tracer at the very beginning of our main function.
 ```bash
 func main() {
     cleanup := initTracer()
@@ -95,9 +102,10 @@ func main() {
     ......
 }
 ```
+ 
 
 ### Step 5: Add the OpenTelemetry Gin middleware
-Configure Gin to use the middleware by adding the following lines in `main.go`
+Configure Gin to use the middleware by adding the following lines in **`main.go`**
 ```bash
 import (
     ....

frontend/src/container/OnboardingContainer/Modules/APM/GoLang/md-docs/MacOsAMD64/QuickStart/golang-macosamd64-quickStart-runApplication.md

@@ -1,3 +1,4 @@
+ 
 To run your Go Gin application, use the below command :
 
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/GoLang/md-docs/MacOsAMD64/Recommended/golang-macosamd64-recommended-installOtelCollector.md

@@ -1,16 +1,19 @@
-### Setup OpenTelemetry Binary as an agent
+## Setup OpenTelemetry Binary as an agent
+ 
 
 ### Step 1: Download otel-collector tar.gz
 ```bash
 wget https://github.com/open-telemetry/opentelemetry-collector-releases/releases/download/v0.79.0/otelcol-contrib_0.79.0_darwin_amd64.tar.gz
 ```
+ 
 
 ### Step 2: Extract otel-collector tar.gz to the `otelcol-contrib` folder
 ```bash
 mkdir otelcol-contrib && tar xvzf otelcol-contrib_0.79.0_darwin_amd64.tar.gz -C otelcol-contrib
 ```
+ 
 
-### Step 3: Create config.yaml in folder otelcol-contrib with the below content in it
+### Step 3: Create `config.yaml` in folder `otelcol-contrib` with the below content in it
 ```bash
 receivers:
   otlp:

frontend/src/container/OnboardingContainer/Modules/APM/GoLang/md-docs/MacOsAMD64/Recommended/golang-macosamd64-recommended-instrumentApplication.md

@@ -1,7 +1,9 @@
-After setting up the Otel collector agent, follow the steps below to instrumnet your Go Application
+After setting up the Otel collector agent, follow the steps below to instrument your Go Application
+ 
+ 
 
 ### Step 1: Install OpenTelemetry Dependencies
-Dependencies related to OpenTelemetry exporter and SDK have to be installed first
+Dependencies related to OpenTelemetry exporter and SDK have to be installed first.
 
 Run the below commands after navigating to the application source folder:
 ```bash
@@ -13,7 +15,9 @@ go get go.opentelemetry.io/otel \
   go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc
 ```
 
-**Note:** Note that we are assuming you are using gin request router. If you are using other request routers, check out the [corresponding package](https://signoz.io/docs/instrumentation/golang/#request-routers).
+**Note:** We are assuming you are using gin request router. If you are using other request routers, check out the [corresponding package](https://signoz.io/docs/instrumentation/golang/#request-routers).
+ 
+ 
 
 ### Step 2: Declare environment variables for configuring OpenTelemetry
 Declare the following global variables in **`main.go`** which we will use to configure OpenTelemetry:
@@ -24,9 +28,10 @@ Declare the following global variables in **`main.go`** which we will use to con
      insecure     = os.Getenv("INSECURE_MODE")
  )
 ```
+ 
 
 ### Step 3: Instrument your Go application 
-To configure your application to send data we will need a function to initialize OpenTelemetry. Add the following snippet of code in your `main.go` file.
+To configure your application to send data we will need a function to initialize OpenTelemetry. Add the following snippet of code in your **`main.go`** file.
 
 ```bash
      
@@ -85,9 +90,10 @@ To configure your application to send data we will need a function to initialize
      return exporter.Shutdown
  }
 ```
+ 
 
-### Step 4: Initialise the tracer in `main.go`
-Modify the main function to initialise the tracer in main.go. Initiate the tracer at the very beginning of our main function.
+### Step 4: Initialise the tracer in **`main.go`**
+Modify the main function to initialise the tracer in **`main.go`**. Initiate the tracer at the very beginning of our main function.
 ```bash
 func main() {
     cleanup := initTracer()
@@ -96,9 +102,10 @@ func main() {
     ......
 }
 ```
+ 
 
 ### Step 5: Add the OpenTelemetry Gin middleware
-Configure Gin to use the middleware by adding the following lines in `main.go`
+Configure Gin to use the middleware by adding the following lines in **`main.go`**
 ```bash
 import (
     ....

frontend/src/container/OnboardingContainer/Modules/APM/GoLang/md-docs/MacOsAMD64/Recommended/golang-macosamd64-recommended-runApplication.md

@@ -1,4 +1,6 @@
+ 
 Once you are done intrumenting your Go Gin application, you can run it using the below commands
+ 
 
 ### Step 1: Run OTel Collector
  Run this command inside the `otelcol-contrib` directory that you created in the install Otel Collector step
@@ -6,15 +8,19 @@ Once you are done intrumenting your Go Gin application, you can run it using the
 ```bash
 ./otelcol-contrib --config ./config.yaml &> otelcol-output.log & echo "$!" > otel-pid
 ```
-### (Optional Step): View last 50 lines of `otelcol` logs
+ 
+
+#### (Optional Step): View last 50 lines of `otelcol` logs
 ```bash
 tail -f -n 50 otelcol-output.log
 ```
 
-### (Optional Step): Stop `otelcol`
+#### (Optional Step): Stop `otelcol`
 ```bash
 kill "$(< otel-pid)"
 ```
+&nbsp;
+
 ### Step 2: Set environment variables and run your Go Gin application
 ```bash
 SERVICE_NAME={{MYAPP}} INSECURE_MODE=true OTEL_EXPORTER_OTLP_ENDPOINT=localhost:4317 go run main.go

frontend/src/container/OnboardingContainer/Modules/APM/GoLang/md-docs/MacOsARM64/QuickStart/golang-macosarm64-quickStart-instrumentApplication.md

@@ -1,6 +1,9 @@
+After setting up the Otel collector agent, follow the steps below to instrument your Go Application
+ 
+ 
 
 ### Step 1: Install OpenTelemetry Dependencies
-Dependencies related to OpenTelemetry exporter and SDK have to be installed first
+Dependencies related to OpenTelemetry exporter and SDK have to be installed first.
 
 Run the below commands after navigating to the application source folder:
 ```bash
@@ -12,7 +15,9 @@ go get go.opentelemetry.io/otel \
   go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc
 ```
 
-**Note:** Note that we are assuming you are using gin request router. If you are using other request routers, check out the [corresponding package](https://signoz.io/docs/instrumentation/golang/#request-routers).
+**Note:** We are assuming you are using gin request router. If you are using other request routers, check out the [corresponding package](https://signoz.io/docs/instrumentation/golang/#request-routers).
+ 
+ 
 
 ### Step 2: Declare environment variables for configuring OpenTelemetry
 Declare the following global variables in **`main.go`** which we will use to configure OpenTelemetry:
@@ -23,9 +28,10 @@ Declare the following global variables in **`main.go`** which we will use to con
      insecure     = os.Getenv("INSECURE_MODE")
  )
 ```
+ 
 
 ### Step 3: Instrument your Go application 
-To configure your application to send data we will need a function to initialize OpenTelemetry. Add the following snippet of code in your `main.go` file.
+To configure your application to send data we will need a function to initialize OpenTelemetry. Add the following snippet of code in your **`main.go`** file.
 
 ```bash
      
@@ -84,9 +90,10 @@ To configure your application to send data we will need a function to initialize
      return exporter.Shutdown
  }
 ```
+ 
 
-### Step 4: Initialise the tracer in `main.go`
-Modify the main function to initialise the tracer in main.go. Initiate the tracer at the very beginning of our main function.
+### Step 4: Initialise the tracer in **`main.go`**
+Modify the main function to initialise the tracer in **`main.go`**. Initiate the tracer at the very beginning of our main function.
 ```bash
 func main() {
     cleanup := initTracer()
@@ -95,9 +102,10 @@ func main() {
     ......
 }
 ```
+ 
 
 ### Step 5: Add the OpenTelemetry Gin middleware
-Configure Gin to use the middleware by adding the following lines in `main.go`
+Configure Gin to use the middleware by adding the following lines in **`main.go`**
 ```bash
 import (
     ....

frontend/src/container/OnboardingContainer/Modules/APM/GoLang/md-docs/MacOsARM64/QuickStart/golang-macosarm64-quickStart-runApplication.md

@@ -1,3 +1,4 @@
+ 
 To run your Go Gin application, use the below command :
 
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/GoLang/md-docs/MacOsARM64/Recommended/golang-macosarm64-recommended-installOtelCollector.md

@@ -1,15 +1,17 @@
-### Setup OpenTelemetry Binary as an agent
+## Setup OpenTelemetry Binary as an agent
+ 
 
 ### Step 1: Download otel-collector tar.gz
 ```bash
 wget https://github.com/open-telemetry/opentelemetry-collector-releases/releases/download/v0.79.0/otelcol-contrib_0.79.0_darwin_arm64.tar.gz
-
+```
 ### Step 2: Extract otel-collector tar.gz to the `otelcol-contrib` folder
 ```bash
 mkdir otelcol-contrib && tar xvzf otelcol-contrib_0.79.0_darwin_arm64.tar.gz -C otelcol-contrib
 ```
+ 
 
-### Step 3: Create config.yaml in folder otelcol-contrib with the below content in it
+### Step 3: Create `config.yaml` in folder `otelcol-contrib` with the below content in it
 ```bash
 receivers:
   otlp:

frontend/src/container/OnboardingContainer/Modules/APM/GoLang/md-docs/MacOsARM64/Recommended/golang-macosarm64-recommended-instrumentApplication.md

@@ -1,7 +1,9 @@
-After setting up the Otel collector agent, follow the steps below to instrumnet your Go Application
+After setting up the Otel collector agent, follow the steps below to instrument your Go Application
+ 
+ 
 
 ### Step 1: Install OpenTelemetry Dependencies
-Dependencies related to OpenTelemetry exporter and SDK have to be installed first
+Dependencies related to OpenTelemetry exporter and SDK have to be installed first.
 
 Run the below commands after navigating to the application source folder:
 ```bash
@@ -13,7 +15,9 @@ go get go.opentelemetry.io/otel \
   go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc
 ```
 
-**Note:** Note that we are assuming you are using gin request router. If you are using other request routers, check out the [corresponding package](https://signoz.io/docs/instrumentation/golang/#request-routers).
+**Note:** We are assuming you are using gin request router. If you are using other request routers, check out the [corresponding package](https://signoz.io/docs/instrumentation/golang/#request-routers).
+ 
+ 
 
 ### Step 2: Declare environment variables for configuring OpenTelemetry
 Declare the following global variables in **`main.go`** which we will use to configure OpenTelemetry:
@@ -24,9 +28,10 @@ Declare the following global variables in **`main.go`** which we will use to con
      insecure     = os.Getenv("INSECURE_MODE")
  )
 ```
+ 
 
 ### Step 3: Instrument your Go application 
-To configure your application to send data we will need a function to initialize OpenTelemetry. Add the following snippet of code in your `main.go` file.
+To configure your application to send data we will need a function to initialize OpenTelemetry. Add the following snippet of code in your **`main.go`** file.
 
 ```bash
      
@@ -85,9 +90,10 @@ To configure your application to send data we will need a function to initialize
      return exporter.Shutdown
  }
 ```
+ 
 
-### Step 4: Initialise the tracer in `main.go`
-Modify the main function to initialise the tracer in main.go. Initiate the tracer at the very beginning of our main function.
+### Step 4: Initialise the tracer in **`main.go`**
+Modify the main function to initialise the tracer in **`main.go`**. Initiate the tracer at the very beginning of our main function.
 ```bash
 func main() {
     cleanup := initTracer()
@@ -96,9 +102,10 @@ func main() {
     ......
 }
 ```
+ 
 
 ### Step 5: Add the OpenTelemetry Gin middleware
-Configure Gin to use the middleware by adding the following lines in `main.go`
+Configure Gin to use the middleware by adding the following lines in **`main.go`**
 ```bash
 import (
     ....

frontend/src/container/OnboardingContainer/Modules/APM/GoLang/md-docs/MacOsARM64/Recommended/golang-macosarm64-recommended-runApplication.md

@@ -1,4 +1,6 @@
+ 
 Once you are done intrumenting your Go Gin application, you can run it using the below commands
+ 
 
 ### Step 1: Run OTel Collector
  Run this command inside the `otelcol-contrib` directory that you created in the install Otel Collector step
@@ -6,15 +8,19 @@ Once you are done intrumenting your Go Gin application, you can run it using the
 ```bash
 ./otelcol-contrib --config ./config.yaml &> otelcol-output.log & echo "$!" > otel-pid
 ```
-### (Optional Step): View last 50 lines of `otelcol` logs
+ 
+
+#### (Optional Step): View last 50 lines of `otelcol` logs
 ```bash
 tail -f -n 50 otelcol-output.log
 ```
 
-### (Optional Step): Stop `otelcol`
+#### (Optional Step): Stop `otelcol`
 ```bash
 kill "$(< otel-pid)"
 ```
+&nbsp;
+
 ### Step 2: Set environment variables and run your Go Gin application
 ```bash
 SERVICE_NAME={{MYAPP}} INSECURE_MODE=true OTEL_EXPORTER_OTLP_ENDPOINT=localhost:4317 go run main.go

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Jboss/Kubernetes/jboss-kubernetes-installOtelCollector.md

@@ -1,14 +1,17 @@
-### Install otel-collector in your Kubernetes infra
+## Install otel-collector in your Kubernetes infra
+ 
 
 Add the SigNoz Helm Chart repository
 ```bash
 helm repo add signoz https://charts.signoz.io
 ```
+ 
 
 If the chart is already present, update the chart to the latest using:
 ```bash
 helm repo update
 ```
+ 
 
 Install the Kubernetes Infrastructure chart provided by SigNoz
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Jboss/Kubernetes/jboss-kubernetes-instrumentApplication.md

@@ -1,8 +1,10 @@
-After setting up the Otel collector agent, follow the steps below to instrumnet your JavaScript Application
+After setting up the Otel collector agent, follow the steps below to instrument your JavaScript Application
 
 #### Requirements
 - Java 8 or higher
 
+ 
+
 ### Download otel java binary
 
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Jboss/Kubernetes/jboss-kubernetes-runApplication.md

@@ -2,6 +2,7 @@
 ```bash
 vim /opt/jboss-eap-7.1/bin/standalone.conf
 ```
+ 
 
 ### Update `JAVA_OPTS` environment variable
 ```bash
@@ -9,6 +10,11 @@ JAVA_OPTS="-javaagent:/<path>/opentelemetry-javaagent.jar"
 ```
 
 <path> - update it to the path where you downloaded the Java JAR agent in previous step
+&nbsp;
 
 **Note:**
 - In case you're dockerising your application, make sure to dockerise it along with OpenTelemetry instrumentation done in previous step.
+
+&nbsp;
+
+If you encounter any difficulties, please consult the [troubleshooting section](https://signoz.io/docs/instrumentation/jboss/#troubleshooting-your-installation) for assistance.

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Jboss/LinuxAMD64/QuickStart/jboss-linuxamd64-quickStart-instrumentApplication.md

@@ -1,6 +1,8 @@
 #### Requirements
 - Java 8 or higher
 
+ 
+
 ### Download otel java binary
 
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Jboss/LinuxAMD64/QuickStart/jboss-linuxamd64-quickStart-runApplication.md

@@ -2,6 +2,7 @@
 ```bash
 vim /opt/jboss-eap-7.1/bin/standalone.conf
 ```
+ 
 
 ### Update `JAVA_OPTS` environment variable
 Update `JAVA_OPTS` environment variable with configurations required to send data to SigNoz cloud in your configuration file.
@@ -15,9 +16,13 @@ JAVA_OPTS="-javaagent:/<path>/opentelemetry-javaagent.jar
 
 <path> - update it to the path where you downloaded the Java JAR agent in previous step
 
+&nbsp;
 
-### (Optional step) Write the output/logs of standalone.sh script to a file nohup.out as a background thread
+#### (Optional step) Write the output/logs of standalone.sh script to a file nohup.out as a background thread
 ```bash
 /opt/jboss-eap-7.1/bin/standalone.sh > /opt/jboss-eap-7.1/bin/nohup.out &
 
 ```
+&nbsp;
+
+If you encounter any difficulties, please consult the [troubleshooting section](https://signoz.io/docs/instrumentation/jboss/#troubleshooting-your-installation) for assistance.

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Jboss/LinuxAMD64/Recommended/jboss-linuxamd64-recommended-installOtelCollector.md

@@ -1,14 +1,17 @@
-### Setup OpenTelemetry Binary as an agent
+## Setup OpenTelemetry Binary as an agent
+ 
 
 ### Step 1: Download otel-collector tar.gz
 ```bash
 wget https://github.com/open-telemetry/opentelemetry-collector-releases/releases/download/v0.79.0/otelcol-contrib_0.79.0_linux_amd64.tar.gz
 ```
+ 
 
 ### Step 2: Extract otel-collector tar.gz to the `otelcol-contrib` folder
 ```bash
 mkdir otelcol-contrib && tar xvzf otelcol-contrib_0.79.0_linux_amd64.tar.gz -C otelcol-contrib
 ```
+ 
 
 ### Step 3: Create config.yaml in folder otelcol-contrib with the below content in it
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Jboss/LinuxAMD64/Recommended/jboss-linuxamd64-recommended-instrumentApplication.md

@@ -1,7 +1,8 @@
-After setting up the Otel collector agent, follow the steps below to instrumnet your JavaScript Application
+After setting up the Otel collector agent, follow the steps below to instrument your JavaScript Application
 
 #### Requirements
 - Java 8 or higher
+ 
 
 ### Download otel java binary
 

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Jboss/LinuxAMD64/Recommended/jboss-linuxamd64-recommended-runApplication.md

@@ -1,4 +1,5 @@
 Once you are done intrumenting your Java application, you can run it using the below commands
+ 
 
 ### Step 1: Run OTel Collector
  Run this command inside the `otelcol-contrib` directory that you created in the install Otel Collector step
@@ -6,20 +7,24 @@ Once you are done intrumenting your Java application, you can run it using the b
 ```bash
 ./otelcol-contrib --config ./config.yaml &> otelcol-output.log & echo "$!" > otel-pid
 ```
-### (Optional Step): View last 50 lines of `otelcol` logs
+ 
+
+#### (Optional Step): View last 50 lines of `otelcol` logs
 ```bash
 tail -f -n 50 otelcol-output.log
 ```
 
-### (Optional Step): Stop `otelcol`
+#### (Optional Step): Stop `otelcol`
 ```bash
 kill "$(< otel-pid)"
 ```
+&nbsp;
 
 ### Step 2: Open `standalone.conf` Configuration File
 ```bash
 vim /opt/jboss-eap-7.1/bin/standalone.conf
 ```
+&nbsp;
 
 ### Step 3: Update `JAVA_OPTS` environment variable
 ```bash
@@ -28,3 +33,6 @@ JAVA_OPTS="-javaagent:/<path>/opentelemetry-javaagent.jar"
 
 <path> - update it to the path where you downloaded the Java JAR agent in previous step
 
+&nbsp;
+
+If you encounter any difficulties, please consult the [troubleshooting section](https://signoz.io/docs/instrumentation/jboss/#troubleshooting-your-installation) for assistance.

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Jboss/LinuxARM64/QuickStart/jboss-linuxarm64-quickStart-instrumentApplication.md

@@ -1,6 +1,8 @@
 #### Requirements
 - Java 8 or higher
 
+ 
+
 ### Download otel java binary
 
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Jboss/LinuxARM64/QuickStart/jboss-linuxarm64-quickStart-runApplication.md

@@ -2,6 +2,7 @@
 ```bash
 vim /opt/jboss-eap-7.1/bin/standalone.conf
 ```
+ 
 
 ### Update `JAVA_OPTS` environment variable
 Update `JAVA_OPTS` environment variable with configurations required to send data to SigNoz cloud in your configuration file.
@@ -15,9 +16,13 @@ JAVA_OPTS="-javaagent:/<path>/opentelemetry-javaagent.jar
 
 <path> - update it to the path where you downloaded the Java JAR agent in previous step
 
+&nbsp;
 
-### (Optional step) Write the output/logs of standalone.sh script to a file nohup.out as a background thread
+#### (Optional step) Write the output/logs of standalone.sh script to a file nohup.out as a background thread
 ```bash
 /opt/jboss-eap-7.1/bin/standalone.sh > /opt/jboss-eap-7.1/bin/nohup.out &
 
 ```
+&nbsp;
+
+If you encounter any difficulties, please consult the [troubleshooting section](https://signoz.io/docs/instrumentation/jboss/#troubleshooting-your-installation) for assistance.

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Jboss/LinuxARM64/Recommended/jboss-linuxarm64-recommended-installOtelCollector.md

@@ -1,14 +1,17 @@
-### Setup OpenTelemetry Binary as an agent
+## Setup OpenTelemetry Binary as an agent
+ 
 
 ### Step 1: Download otel-collector tar.gz
 ```bash
 wget https://github.com/open-telemetry/opentelemetry-collector-releases/releases/download/v0.79.0/otelcol-contrib_0.79.0_linux_arm64.tar.gz
 ```
+ 
 
 ### Step 2: Extract otel-collector tar.gz to the `otelcol-contrib` folder
 ```bash
 mkdir otelcol-contrib && tar xvzf otelcol-contrib_0.79.0_linux_arm64.tar.gz -C otelcol-contrib
 ```
+ 
 
 ### Step 3: Create config.yaml in folder otelcol-contrib with the below content in it
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Jboss/LinuxARM64/Recommended/jboss-linuxarm64-recommended-instrumentApplication.md

@@ -1,7 +1,8 @@
-After setting up the Otel collector agent, follow the steps below to instrumnet your JavaScript Application
+After setting up the Otel collector agent, follow the steps below to instrument your JavaScript Application
 
 #### Requirements
 - Java 8 or higher
+ 
 
 ### Download otel java binary
 

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Jboss/LinuxARM64/Recommended/jboss-linuxarm64-recommended-runApplication.md

@@ -1,4 +1,5 @@
 Once you are done intrumenting your Java application, you can run it using the below commands
+ 
 
 ### Step 1: Run OTel Collector
  Run this command inside the `otelcol-contrib` directory that you created in the install Otel Collector step
@@ -6,20 +7,24 @@ Once you are done intrumenting your Java application, you can run it using the b
 ```bash
 ./otelcol-contrib --config ./config.yaml &> otelcol-output.log & echo "$!" > otel-pid
 ```
-### (Optional Step): View last 50 lines of `otelcol` logs
+ 
+
+#### (Optional Step): View last 50 lines of `otelcol` logs
 ```bash
 tail -f -n 50 otelcol-output.log
 ```
 
-### (Optional Step): Stop `otelcol`
+#### (Optional Step): Stop `otelcol`
 ```bash
 kill "$(< otel-pid)"
 ```
+&nbsp;
 
 ### Step 2: Open `standalone.conf` Configuration File
 ```bash
 vim /opt/jboss-eap-7.1/bin/standalone.conf
 ```
+&nbsp;
 
 ### Step 3: Update `JAVA_OPTS` environment variable
 ```bash
@@ -28,3 +33,6 @@ JAVA_OPTS="-javaagent:/<path>/opentelemetry-javaagent.jar"
 
 <path> - update it to the path where you downloaded the Java JAR agent in previous step
 
+&nbsp;
+
+If you encounter any difficulties, please consult the [troubleshooting section](https://signoz.io/docs/instrumentation/jboss/#troubleshooting-your-installation) for assistance.

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Jboss/MacOsAMD64/QuickStart/jboss-macosamd64-quickStart-instrumentApplication.md

@@ -1,6 +1,8 @@
 #### Requirements
 - Java 8 or higher
 
+ 
+
 ### Download otel java binary
 
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Jboss/MacOsAMD64/QuickStart/jboss-macosamd64-quickStart-runApplication.md

@@ -2,6 +2,7 @@
 ```bash
 vim /opt/jboss-eap-7.1/bin/standalone.conf
 ```
+ 
 
 ### Update `JAVA_OPTS` environment variable
 Update `JAVA_OPTS` environment variable with configurations required to send data to SigNoz cloud in your configuration file.
@@ -15,9 +16,13 @@ JAVA_OPTS="-javaagent:/<path>/opentelemetry-javaagent.jar
 
 <path> - update it to the path where you downloaded the Java JAR agent in previous step
 
+&nbsp;
 
-### (Optional step) Write the output/logs of standalone.sh script to a file nohup.out as a background thread
+#### (Optional step) Write the output/logs of standalone.sh script to a file nohup.out as a background thread
 ```bash
 /opt/jboss-eap-7.1/bin/standalone.sh > /opt/jboss-eap-7.1/bin/nohup.out &
 
 ```
+&nbsp;
+
+If you encounter any difficulties, please consult the [troubleshooting section](https://signoz.io/docs/instrumentation/jboss/#troubleshooting-your-installation) for assistance.

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Jboss/MacOsAMD64/Recommended/jboss-macosamd64-recommended-installOtelCollector.md

@@ -1,14 +1,17 @@
 ### Setup OpenTelemetry Binary as an agent
+ 
 
 ### Step 1: Download otel-collector tar.gz
 ```bash
 wget https://github.com/open-telemetry/opentelemetry-collector-releases/releases/download/v0.79.0/otelcol-contrib_0.79.0_darwin_amd64.tar.gz
 ```
+ 
 
 ### Step 2: Extract otel-collector tar.gz to the `otelcol-contrib` folder
 ```bash
 mkdir otelcol-contrib && tar xvzf otelcol-contrib_0.79.0_darwin_amd64.tar.gz -C otelcol-contrib
 ```
+ 
 
 ### Step 3: Create config.yaml in folder otelcol-contrib with the below content in it
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Jboss/MacOsAMD64/Recommended/jboss-macosamd64-recommended-instrumentApplication.md

@@ -1,7 +1,8 @@
-After setting up the Otel collector agent, follow the steps below to instrumnet your JavaScript Application
+After setting up the Otel collector agent, follow the steps below to instrument your JavaScript Application
 
 #### Requirements
 - Java 8 or higher
+ 
 
 ### Download otel java binary
 

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Jboss/MacOsAMD64/Recommended/jboss-macosamd64-recommended-runApplication.md

@@ -1,4 +1,5 @@
 Once you are done intrumenting your Java application, you can run it using the below commands
+ 
 
 ### Step 1: Run OTel Collector
  Run this command inside the `otelcol-contrib` directory that you created in the install Otel Collector step
@@ -6,20 +7,24 @@ Once you are done intrumenting your Java application, you can run it using the b
 ```bash
 ./otelcol-contrib --config ./config.yaml &> otelcol-output.log & echo "$!" > otel-pid
 ```
-### (Optional Step): View last 50 lines of `otelcol` logs
+ 
+
+#### (Optional Step): View last 50 lines of `otelcol` logs
 ```bash
 tail -f -n 50 otelcol-output.log
 ```
 
-### (Optional Step): Stop `otelcol`
+#### (Optional Step): Stop `otelcol`
 ```bash
 kill "$(< otel-pid)"
 ```
+&nbsp;
 
 ### Step 2: Open `standalone.conf` Configuration File
 ```bash
 vim /opt/jboss-eap-7.1/bin/standalone.conf
 ```
+&nbsp;
 
 ### Step 3: Update `JAVA_OPTS` environment variable
 ```bash
@@ -28,3 +33,6 @@ JAVA_OPTS="-javaagent:/<path>/opentelemetry-javaagent.jar"
 
 <path> - update it to the path where you downloaded the Java JAR agent in previous step
 
+&nbsp;
+
+If you encounter any difficulties, please consult the [troubleshooting section](https://signoz.io/docs/instrumentation/jboss/#troubleshooting-your-installation) for assistance.

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Jboss/MacOsARM64/QuickStart/jboss-macosarm64-quickStart-instrumentApplication.md

@@ -1,6 +1,8 @@
 #### Requirements
 - Java 8 or higher
 
+ 
+
 ### Download otel java binary
 
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Jboss/MacOsARM64/QuickStart/jboss-macosarm64-quickStart-runApplication.md

@@ -2,6 +2,7 @@
 ```bash
 vim /opt/jboss-eap-7.1/bin/standalone.conf
 ```
+ 
 
 ### Update `JAVA_OPTS` environment variable
 Update `JAVA_OPTS` environment variable with configurations required to send data to SigNoz cloud in your configuration file.
@@ -15,9 +16,13 @@ JAVA_OPTS="-javaagent:/<path>/opentelemetry-javaagent.jar
 
 <path> - update it to the path where you downloaded the Java JAR agent in previous step
 
+&nbsp;
 
-### (Optional step) Write the output/logs of standalone.sh script to a file nohup.out as a background thread
+#### (Optional step) Write the output/logs of standalone.sh script to a file nohup.out as a background thread
 ```bash
 /opt/jboss-eap-7.1/bin/standalone.sh > /opt/jboss-eap-7.1/bin/nohup.out &
 
 ```
+&nbsp;
+
+If you encounter any difficulties, please consult the [troubleshooting section](https://signoz.io/docs/instrumentation/jboss/#troubleshooting-your-installation) for assistance.

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Jboss/MacOsARM64/Recommended/jboss-macosarm64-recommended-installOtelCollector.md

@@ -1,13 +1,17 @@
-### Setup OpenTelemetry Binary as an agent
+## Setup OpenTelemetry Binary as an agent
+ 
 
 ### Step 1: Download otel-collector tar.gz
 ```bash
 wget https://github.com/open-telemetry/opentelemetry-collector-releases/releases/download/v0.79.0/otelcol-contrib_0.79.0_darwin_arm64.tar.gz
+```
+ 
 
 ### Step 2: Extract otel-collector tar.gz to the `otelcol-contrib` folder
 ```bash
 mkdir otelcol-contrib && tar xvzf otelcol-contrib_0.79.0_darwin_arm64.tar.gz -C otelcol-contrib
 ```
+ 
 
 ### Step 3: Create config.yaml in folder otelcol-contrib with the below content in it
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Jboss/MacOsARM64/Recommended/jboss-macosarm64-recommended-instrumentApplication.md

@@ -1,7 +1,8 @@
-After setting up the Otel collector agent, follow the steps below to instrumnet your JavaScript Application
+After setting up the Otel collector agent, follow the steps below to instrument your JavaScript Application
 
 #### Requirements
 - Java 8 or higher
+ 
 
 ### Download otel java binary
 

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Jboss/MacOsARM64/Recommended/jboss-macosarm64-recommended-runApplication.md

@@ -1,4 +1,5 @@
 Once you are done intrumenting your Java application, you can run it using the below commands
+ 
 
 ### Step 1: Run OTel Collector
  Run this command inside the `otelcol-contrib` directory that you created in the install Otel Collector step
@@ -6,20 +7,24 @@ Once you are done intrumenting your Java application, you can run it using the b
 ```bash
 ./otelcol-contrib --config ./config.yaml &> otelcol-output.log & echo "$!" > otel-pid
 ```
-### (Optional Step): View last 50 lines of `otelcol` logs
+ 
+
+#### (Optional Step): View last 50 lines of `otelcol` logs
 ```bash
 tail -f -n 50 otelcol-output.log
 ```
 
-### (Optional Step): Stop `otelcol`
+#### (Optional Step): Stop `otelcol`
 ```bash
 kill "$(< otel-pid)"
 ```
+&nbsp;
 
 ### Step 2: Open `standalone.conf` Configuration File
 ```bash
 vim /opt/jboss-eap-7.1/bin/standalone.conf
 ```
+&nbsp;
 
 ### Step 3: Update `JAVA_OPTS` environment variable
 ```bash
@@ -28,3 +33,6 @@ JAVA_OPTS="-javaagent:/<path>/opentelemetry-javaagent.jar"
 
 <path> - update it to the path where you downloaded the Java JAR agent in previous step
 
+&nbsp;
+
+If you encounter any difficulties, please consult the [troubleshooting section](https://signoz.io/docs/instrumentation/jboss/#troubleshooting-your-installation) for assistance.

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Others/Kubernetes/others-kubernetes-installOtelCollector.md

@@ -1,14 +1,17 @@
-### Install otel-collector in your Kubernetes infra
+## Install otel-collector in your Kubernetes infra
+ 
 
 Add the SigNoz Helm Chart repository
 ```bash
 helm repo add signoz https://charts.signoz.io
 ```
+ 
 
 If the chart is already present, update the chart to the latest using:
 ```bash
 helm repo update
 ```
+ 
 
 Install the Kubernetes Infrastructure chart provided by SigNoz
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Others/Kubernetes/others-kubernetes-instrumentApplication.md

@@ -1,8 +1,10 @@
-After setting up the Otel collector agent, follow the steps below to instrumnet your JavaScript Application
+After setting up the Otel collector agent, follow the steps below to instrument your Java Application
 
 #### Requirements
 - Java 8 or higher
 
+ 
+
 ### Download otel java binary
 
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Others/Kubernetes/others-kubernetes-runApplication.md

@@ -1,3 +1,5 @@
+ 
+
 Once you are done intrumenting your Java application, you can run it using the below command
 
 ```bash
@@ -5,6 +7,11 @@ java -javaagent:<path>/opentelemetry-javaagent.jar -jar {{MYAPP}}.jar
 ```
 
 <path> - update it to the path where you downloaded the Java JAR agent in previous step
+&nbsp;
 
 **Note:**
 - In case you're dockerising your application, make sure to dockerise it along with OpenTelemetry instrumentation done in previous step.
+
+&nbsp;
+
+If you encounter any difficulties, please consult the [troubleshooting section](https://signoz.io/docs/instrumentation/java/#troubleshooting-your-installation) for assistance.

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Others/LinuxAMD64/QuickStart/others-linuxamd64-quickStart-instrumentApplication.md

@@ -1,5 +1,6 @@
 #### Requirements
 - Java 8 or higher
+ 
 
 ### Download otel java binary agent
 

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Others/LinuxAMD64/QuickStart/others-linuxamd64-quickStart-runApplication.md

@@ -10,5 +10,7 @@ java -javaagent:<path>/opentelemetry-javaagent.jar -jar {{MYAPP}}.jar
 
 <path> - update it to the path where you downloaded the Java JAR agent in previous step
 
+&nbsp;
 
+If you encounter any difficulties, please consult the [troubleshooting section](https://signoz.io/docs/instrumentation/java/#troubleshooting-your-installation) for assistance.
 

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Others/LinuxAMD64/Recommended/others-linuxamd64-recommended-installOtelCollector.md

@@ -1,14 +1,17 @@
-### Setup OpenTelemetry Binary as an agent
+## Setup OpenTelemetry Binary as an agent
+ 
 
 ### Step 1: Download otel-collector tar.gz
 ```bash
 wget https://github.com/open-telemetry/opentelemetry-collector-releases/releases/download/v0.79.0/otelcol-contrib_0.79.0_linux_amd64.tar.gz
 ```
+ 
 
 ### Step 2: Extract otel-collector tar.gz to the `otelcol-contrib` folder
 ```bash
 mkdir otelcol-contrib && tar xvzf otelcol-contrib_0.79.0_linux_amd64.tar.gz -C otelcol-contrib
 ```
+ 
 
 ### Step 3: Create config.yaml in folder otelcol-contrib with the below content in it
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Others/LinuxAMD64/Recommended/others-linuxamd64-recommended-instrumentApplication.md

@@ -1,7 +1,8 @@
-After setting up the Otel collector agent, follow the steps below to instrumnet your JavaScript Application
+After setting up the Otel collector agent, follow the steps below to instrument your Java Application
 
 #### Requirements
 - Java 8 or higher
+ 
 
 ### Download otel java binary
 

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Others/LinuxAMD64/Recommended/others-linuxamd64-recommended-runApplication.md

@@ -1,4 +1,7 @@
-OOnce you are done intrumenting your Java application, you can run it using the below commands
+ 
+
+Once you are done intrumenting your Java application, you can run it using the below commands
+ 
 
 ### Step 1: Run OTel Collector
  Run this command inside the `otelcol-contrib` directory that you created in the install Otel Collector step
@@ -6,15 +9,19 @@ OOnce you are done intrumenting your Java application, you can run it using the
 ```bash
 ./otelcol-contrib --config ./config.yaml &> otelcol-output.log & echo "$!" > otel-pid
 ```
-### (Optional Step): View last 50 lines of `otelcol` logs
+ 
+
+#### (Optional Step): View last 50 lines of `otelcol` logs
 ```bash
 tail -f -n 50 otelcol-output.log
 ```
 
-### (Optional Step): Stop `otelcol`
+#### (Optional Step): Stop `otelcol`
 ```bash
 kill "$(< otel-pid)"
 ```
+&nbsp;
+
 ### Step 2: Run your application
 ```bash
 java -javaagent:<path>/opentelemetry-javaagent.jar -jar {{MYAPP}}.jar

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Others/LinuxARM64/QuickStart/others-linuxarm64-quickStart-instrumentApplication.md

@@ -1,5 +1,6 @@
 #### Requirements
 - Java 8 or higher
+ 
 
 ### Download otel java binary agent
 

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Others/LinuxARM64/QuickStart/others-linuxarm64-quickStart-runApplication.md

@@ -10,5 +10,7 @@ java -javaagent:<path>/opentelemetry-javaagent.jar -jar {{MYAPP}}.jar
 
 <path> - update it to the path where you downloaded the Java JAR agent in previous step
 
+&nbsp;
 
+If you encounter any difficulties, please consult the [troubleshooting section](https://signoz.io/docs/instrumentation/java/#troubleshooting-your-installation) for assistance.
 

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Others/LinuxARM64/Recommended/others-linuxarm64-recommended-installOtelCollector.md

@@ -1,14 +1,17 @@
-### Setup OpenTelemetry Binary as an agent
+## Setup OpenTelemetry Binary as an agent
+ 
 
 ### Step 1: Download otel-collector tar.gz
 ```bash
 wget https://github.com/open-telemetry/opentelemetry-collector-releases/releases/download/v0.79.0/otelcol-contrib_0.79.0_linux_arm64.tar.gz
 ```
+ 
 
 ### Step 2: Extract otel-collector tar.gz to the `otelcol-contrib` folder
 ```bash
 mkdir otelcol-contrib && tar xvzf otelcol-contrib_0.79.0_linux_arm64.tar.gz -C otelcol-contrib
 ```
+ 
 
 ### Step 3: Create config.yaml in folder otelcol-contrib with the below content in it
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Others/LinuxARM64/Recommended/others-linuxarm64-recommended-instrumentApplication.md

@@ -1,7 +1,8 @@
-After setting up the Otel collector agent, follow the steps below to instrumnet your JavaScript Application
+After setting up the Otel collector agent, follow the steps below to instrument your Java Application
 
 #### Requirements
 - Java 8 or higher
+ 
 
 ### Download otel java binary
 

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Others/LinuxARM64/Recommended/others-linuxarm64-recommended-runApplication.md

@@ -1,4 +1,7 @@
-OOnce you are done intrumenting your Java application, you can run it using the below commands
+ 
+
+Once you are done intrumenting your Java application, you can run it using the below commands
+ 
 
 ### Step 1: Run OTel Collector
  Run this command inside the `otelcol-contrib` directory that you created in the install Otel Collector step
@@ -6,15 +9,19 @@ OOnce you are done intrumenting your Java application, you can run it using the
 ```bash
 ./otelcol-contrib --config ./config.yaml &> otelcol-output.log & echo "$!" > otel-pid
 ```
-### (Optional Step): View last 50 lines of `otelcol` logs
+ 
+
+#### (Optional Step): View last 50 lines of `otelcol` logs
 ```bash
 tail -f -n 50 otelcol-output.log
 ```
 
-### (Optional Step): Stop `otelcol`
+#### (Optional Step): Stop `otelcol`
 ```bash
 kill "$(< otel-pid)"
 ```
+&nbsp;
+
 ### Step 2: Run your application
 ```bash
 java -javaagent:<path>/opentelemetry-javaagent.jar -jar {{MYAPP}}.jar

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Others/MacOsAMD64/QuickStart/others-macosamd64-quickStart-instrumentApplication.md

@@ -1,5 +1,6 @@
 #### Requirements
 - Java 8 or higher
+ 
 
 ### Download otel java binary agent
 

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Others/MacOsAMD64/QuickStart/others-macosamd64-quickStart-runApplication.md

@@ -10,5 +10,7 @@ java -javaagent:<path>/opentelemetry-javaagent.jar -jar {{MYAPP}}.jar
 
 <path> - update it to the path where you downloaded the Java JAR agent in previous step
 
+&nbsp;
 
+If you encounter any difficulties, please consult the [troubleshooting section](https://signoz.io/docs/instrumentation/java/#troubleshooting-your-installation) for assistance.
 

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Others/MacOsAMD64/Recommended/others-macosamd64-recommended-installOtelCollector.md

@@ -1,14 +1,17 @@
 ### Setup OpenTelemetry Binary as an agent
+ 
 
 ### Step 1: Download otel-collector tar.gz
 ```bash
 wget https://github.com/open-telemetry/opentelemetry-collector-releases/releases/download/v0.79.0/otelcol-contrib_0.79.0_darwin_amd64.tar.gz
 ```
+ 
 
 ### Step 2: Extract otel-collector tar.gz to the `otelcol-contrib` folder
 ```bash
 mkdir otelcol-contrib && tar xvzf otelcol-contrib_0.79.0_darwin_amd64.tar.gz -C otelcol-contrib
 ```
+ 
 
 ### Step 3: Create config.yaml in folder otelcol-contrib with the below content in it
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Others/MacOsAMD64/Recommended/others-macosamd64-recommended-instrumentApplication.md

@@ -1,7 +1,8 @@
-After setting up the Otel collector agent, follow the steps below to instrumnet your JavaScript Application
+After setting up the Otel collector agent, follow the steps below to instrument your Java Application
 
 #### Requirements
 - Java 8 or higher
+ 
 
 ### Download otel java binary
 

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Others/MacOsAMD64/Recommended/others-macosamd64-recommended-runApplication.md

@@ -1,4 +1,7 @@
-OOnce you are done intrumenting your Java application, you can run it using the below commands
+ 
+
+Once you are done intrumenting your Java application, you can run it using the below commands
+ 
 
 ### Step 1: Run OTel Collector
  Run this command inside the `otelcol-contrib` directory that you created in the install Otel Collector step
@@ -6,15 +9,19 @@ OOnce you are done intrumenting your Java application, you can run it using the
 ```bash
 ./otelcol-contrib --config ./config.yaml &> otelcol-output.log & echo "$!" > otel-pid
 ```
-### (Optional Step): View last 50 lines of `otelcol` logs
+ 
+
+#### (Optional Step): View last 50 lines of `otelcol` logs
 ```bash
 tail -f -n 50 otelcol-output.log
 ```
 
-### (Optional Step): Stop `otelcol`
+#### (Optional Step): Stop `otelcol`
 ```bash
 kill "$(< otel-pid)"
 ```
+&nbsp;
+
 ### Step 2: Run your application
 ```bash
 java -javaagent:<path>/opentelemetry-javaagent.jar -jar {{MYAPP}}.jar

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Others/MacOsARM64/QuickStart/others-macosarm64-quickStart-instrumentApplication.md

@@ -1,5 +1,6 @@
 #### Requirements
 - Java 8 or higher
+ 
 
 ### Download otel java binary agent
 

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Others/MacOsARM64/QuickStart/others-macosarm64-quickStart-runApplication.md

@@ -10,5 +10,7 @@ java -javaagent:<path>/opentelemetry-javaagent.jar -jar {{MYAPP}}.jar
 
 <path> - update it to the path where you downloaded the Java JAR agent in previous step
 
+&nbsp;
 
+If you encounter any difficulties, please consult the [troubleshooting section](https://signoz.io/docs/instrumentation/java/#troubleshooting-your-installation) for assistance.
 

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Others/MacOsARM64/Recommended/others-macosarm64-recommended-installOtelCollector.md

@@ -1,13 +1,17 @@
-### Setup OpenTelemetry Binary as an agent
+## Setup OpenTelemetry Binary as an agent
+ 
 
 ### Step 1: Download otel-collector tar.gz
 ```bash
 wget https://github.com/open-telemetry/opentelemetry-collector-releases/releases/download/v0.79.0/otelcol-contrib_0.79.0_darwin_arm64.tar.gz
+```
+ 
 
 ### Step 2: Extract otel-collector tar.gz to the `otelcol-contrib` folder
 ```bash
 mkdir otelcol-contrib && tar xvzf otelcol-contrib_0.79.0_darwin_arm64.tar.gz -C otelcol-contrib
 ```
+ 
 
 ### Step 3: Create config.yaml in folder otelcol-contrib with the below content in it
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Others/MacOsARM64/Recommended/others-macosarm64-recommended-instrumentApplication.md

@@ -1,7 +1,8 @@
-After setting up the Otel collector agent, follow the steps below to instrumnet your JavaScript Application
+After setting up the Otel collector agent, follow the steps below to instrument your Java Application
 
 #### Requirements
 - Java 8 or higher
+ 
 
 ### Download otel java binary
 

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Others/MacOsARM64/Recommended/others-macosarm64-recommended-runApplication.md

@@ -1,4 +1,7 @@
-OOnce you are done intrumenting your Java application, you can run it using the below commands
+ 
+
+Once you are done intrumenting your Java application, you can run it using the below commands
+ 
 
 ### Step 1: Run OTel Collector
  Run this command inside the `otelcol-contrib` directory that you created in the install Otel Collector step
@@ -6,12 +9,14 @@ OOnce you are done intrumenting your Java application, you can run it using the
 ```bash
 ./otelcol-contrib --config ./config.yaml &> otelcol-output.log & echo "$!" > otel-pid
 ```
-### (Optional Step): View last 50 lines of `otelcol` logs
+ 
+
+#### (Optional Step): View last 50 lines of `otelcol` logs
 ```bash
 tail -f -n 50 otelcol-output.log
 ```
 
-### (Optional Step): Stop `otelcol`
+#### (Optional Step): Stop `otelcol`
 ```bash
 kill "$(< otel-pid)"
 ```

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/SpringBoot/Kubernetes/springBoot-kubernetes-installOtelCollector.md

@@ -1,14 +1,17 @@
-### Install otel-collector in your Kubernetes infra
+## Install otel-collector in your Kubernetes infra
+ 
 
 Add the SigNoz Helm Chart repository
 ```bash
 helm repo add signoz https://charts.signoz.io
 ```
+ 
 
 If the chart is already present, update the chart to the latest using:
 ```bash
 helm repo update
 ```
+ 
 
 Install the Kubernetes Infrastructure chart provided by SigNoz
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/SpringBoot/Kubernetes/springBoot-kubernetes-instrumentApplication.md

@@ -1,7 +1,9 @@
-After setting up the Otel collector agent, follow the steps below to instrumnet your JavaScript Application
+ 
+After setting up the Otel collector agent, follow the steps below to instrument your Java Application
 
 #### Requirements
 - Java 8 or higher
+ 
 
 ### Download otel java binary
 

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/SpringBoot/Kubernetes/springBoot-kubernetes-runApplication.md

@@ -1,3 +1,5 @@
+ 
+
 Once you are done intrumenting your Java application, you can run it using the below commands
 
 
@@ -7,5 +9,11 @@ java -javaagent:<path>/opentelemetry-javaagent.jar -jar {{MYAPP}}.jar
 
 <path> - update it to the path where you downloaded the Java JAR agent in previous step
 
+&nbsp;
+
 **Note:**
 - In case you're dockerising your application, make sure to dockerise it along with OpenTelemetry instrumentation done in previous step.
+
+&nbsp;
+
+If you encounter any difficulties, please consult the [troubleshooting section](https://signoz.io/docs/instrumentation/springboot/#troubleshooting-your-installation) for assistance.

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/SpringBoot/LinuxAMD64/QuickStart/springBoot-linuxamd64-quickStart-instrumentApplication.md

@@ -2,6 +2,8 @@
 #### Requirements
 - Java 8 or higher
 
+ 
+
 ### Download otel java binary agent
 
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/SpringBoot/LinuxAMD64/QuickStart/springBoot-linuxamd64-quickStart-runApplication.md

@@ -10,5 +10,7 @@ java -javaagent:<path>/opentelemetry-javaagent.jar -jar {{MYAPP}}.jar
 
 <path> - update it to the path where you downloaded the Java JAR agent in previous step
 
+&nbsp;
 
+If you encounter any difficulties, please consult the [troubleshooting section](https://signoz.io/docs/instrumentation/springboot/#troubleshooting-your-installation) for assistance.
 

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/SpringBoot/LinuxAMD64/Recommended/springBoot-linuxamd64-recommended-installOtelCollector.md

@@ -1,14 +1,17 @@
-### Setup OpenTelemetry Binary as an agent
+## Setup OpenTelemetry Binary as an agent
+ 
 
 ### Step 1: Download otel-collector tar.gz
 ```bash
 wget https://github.com/open-telemetry/opentelemetry-collector-releases/releases/download/v0.79.0/otelcol-contrib_0.79.0_linux_amd64.tar.gz
 ```
+ 
 
 ### Step 2: Extract otel-collector tar.gz to the `otelcol-contrib` folder
 ```bash
 mkdir otelcol-contrib && tar xvzf otelcol-contrib_0.79.0_linux_amd64.tar.gz -C otelcol-contrib
 ```
+ 
 
 ### Step 3: Create config.yaml in folder otelcol-contrib with the below content in it
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/SpringBoot/LinuxAMD64/Recommended/springBoot-linuxamd64-recommended-instrumentApplication.md

@@ -1,7 +1,8 @@
-After setting up the Otel collector agent, follow the steps below to instrumnet your JavaScript Application
+After setting up the Otel collector agent, follow the steps below to instrument your Java Application
 
 #### Requirements
 - Java 8 or higher
+ 
 
 ### Download otel java binary
 

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/SpringBoot/LinuxAMD64/Recommended/springBoot-linuxamd64-recommended-runApplication.md

@@ -1,4 +1,7 @@
+ 
+
 Once you are done intrumenting your Java application, you can run it using the below commands
+ 
 
 ### Step 1: Run OTel Collector
  Run this command inside the `otelcol-contrib` directory that you created in the install Otel Collector step
@@ -6,21 +9,28 @@ Once you are done intrumenting your Java application, you can run it using the b
 ```bash
 ./otelcol-contrib --config ./config.yaml &> otelcol-output.log & echo "$!" > otel-pid
 ```
-### (Optional Step): View last 50 lines of `otelcol` logs
+ 
+
+#### (Optional Step): View last 50 lines of `otelcol` logs
 ```bash
 tail -f -n 50 otelcol-output.log
 ```
 
-### (Optional Step): Stop `otelcol`
+#### (Optional Step): Stop `otelcol`
 ```bash
 kill "$(< otel-pid)"
 ```
+&nbsp;
 
 ### Step 2: Run your application
 
 ```bash
 java -javaagent:<path>/opentelemetry-javaagent.jar -jar {{MYAPP}}.jar
 ```
+&nbsp;
 
 <path> - update it to the path where you downloaded the Java JAR agent in previous step
 
+&nbsp;
+
+If you encounter any difficulties, please consult the [troubleshooting section](https://signoz.io/docs/instrumentation/springboot/#troubleshooting-your-installation) for assistance.

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/SpringBoot/LinuxARM64/QuickStart/springBoot-linuxarm64-quickStart-instrumentApplication.md

@@ -2,6 +2,8 @@
 #### Requirements
 - Java 8 or higher
 
+ 
+
 ### Download otel java binary agent
 
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/SpringBoot/LinuxARM64/QuickStart/springBoot-linuxarm64-quickStart-runApplication.md

@@ -10,5 +10,7 @@ java -javaagent:<path>/opentelemetry-javaagent.jar -jar {{MYAPP}}.jar
 
 <path> - update it to the path where you downloaded the Java JAR agent in previous step
 
+&nbsp;
 
+If you encounter any difficulties, please consult the [troubleshooting section](https://signoz.io/docs/instrumentation/springboot/#troubleshooting-your-installation) for assistance.
 

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/SpringBoot/LinuxARM64/Recommended/springBoot-linuxarm64-recommended-installOtelCollector.md

@@ -1,14 +1,17 @@
-### Setup OpenTelemetry Binary as an agent
+## Setup OpenTelemetry Binary as an agent
+ 
 
 ### Step 1: Download otel-collector tar.gz
 ```bash
 wget https://github.com/open-telemetry/opentelemetry-collector-releases/releases/download/v0.79.0/otelcol-contrib_0.79.0_linux_arm64.tar.gz
 ```
+ 
 
 ### Step 2: Extract otel-collector tar.gz to the `otelcol-contrib` folder
 ```bash
 mkdir otelcol-contrib && tar xvzf otelcol-contrib_0.79.0_linux_arm64.tar.gz -C otelcol-contrib
 ```
+ 
 
 ### Step 3: Create config.yaml in folder otelcol-contrib with the below content in it
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/SpringBoot/LinuxARM64/Recommended/springBoot-linuxarm64-recommended-instrumentApplication.md

@@ -1,7 +1,8 @@
-After setting up the Otel collector agent, follow the steps below to instrumnet your JavaScript Application
+After setting up the Otel collector agent, follow the steps below to instrument your Java Application
 
 #### Requirements
 - Java 8 or higher
+ 
 
 ### Download otel java binary
 

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/SpringBoot/LinuxARM64/Recommended/springBoot-linuxarm64-recommended-runApplication.md

@@ -1,4 +1,7 @@
+ 
+
 Once you are done intrumenting your Java application, you can run it using the below commands
+ 
 
 ### Step 1: Run OTel Collector
  Run this command inside the `otelcol-contrib` directory that you created in the install Otel Collector step
@@ -6,21 +9,28 @@ Once you are done intrumenting your Java application, you can run it using the b
 ```bash
 ./otelcol-contrib --config ./config.yaml &> otelcol-output.log & echo "$!" > otel-pid
 ```
-### (Optional Step): View last 50 lines of `otelcol` logs
+ 
+
+#### (Optional Step): View last 50 lines of `otelcol` logs
 ```bash
 tail -f -n 50 otelcol-output.log
 ```
 
-### (Optional Step): Stop `otelcol`
+#### (Optional Step): Stop `otelcol`
 ```bash
 kill "$(< otel-pid)"
 ```
+&nbsp;
 
 ### Step 2: Run your application
 
 ```bash
 java -javaagent:<path>/opentelemetry-javaagent.jar -jar {{MYAPP}}.jar
 ```
+&nbsp;
 
 <path> - update it to the path where you downloaded the Java JAR agent in previous step
 
+&nbsp;
+
+If you encounter any difficulties, please consult the [troubleshooting section](https://signoz.io/docs/instrumentation/springboot/#troubleshooting-your-installation) for assistance.

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/SpringBoot/MacOsAMD64/QuickStart/springBoot-macosamd64-quickStart-instrumentApplication.md

@@ -2,6 +2,8 @@
 #### Requirements
 - Java 8 or higher
 
+ 
+
 ### Download otel java binary agent
 
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/SpringBoot/MacOsAMD64/QuickStart/springBoot-macosamd64-quickStart-runApplication.md

@@ -10,5 +10,7 @@ java -javaagent:<path>/opentelemetry-javaagent.jar -jar {{MYAPP}}.jar
 
 <path> - update it to the path where you downloaded the Java JAR agent in previous step
 
+&nbsp;
 
+If you encounter any difficulties, please consult the [troubleshooting section](https://signoz.io/docs/instrumentation/springboot/#troubleshooting-your-installation) for assistance.
 

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/SpringBoot/MacOsAMD64/Recommended/springBoot-macosamd64-recommended-installOtelCollector.md

@@ -1,14 +1,17 @@
 ### Setup OpenTelemetry Binary as an agent
+ 
 
 ### Step 1: Download otel-collector tar.gz
 ```bash
 wget https://github.com/open-telemetry/opentelemetry-collector-releases/releases/download/v0.79.0/otelcol-contrib_0.79.0_darwin_amd64.tar.gz
 ```
+ 
 
 ### Step 2: Extract otel-collector tar.gz to the `otelcol-contrib` folder
 ```bash
 mkdir otelcol-contrib && tar xvzf otelcol-contrib_0.79.0_darwin_amd64.tar.gz -C otelcol-contrib
 ```
+ 
 
 ### Step 3: Create config.yaml in folder otelcol-contrib with the below content in it
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/SpringBoot/MacOsAMD64/Recommended/springBoot-macosamd64-recommended-instrumentApplication.md

@@ -1,7 +1,8 @@
-After setting up the Otel collector agent, follow the steps below to instrumnet your JavaScript Application
+After setting up the Otel collector agent, follow the steps below to instrument your Java Application
 
 #### Requirements
 - Java 8 or higher
+ 
 
 ### Download otel java binary
 

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/SpringBoot/MacOsAMD64/Recommended/springBoot-macosamd64-recommended-runApplication.md

@@ -1,4 +1,7 @@
+ 
+
 Once you are done intrumenting your Java application, you can run it using the below commands
+ 
 
 ### Step 1: Run OTel Collector
  Run this command inside the `otelcol-contrib` directory that you created in the install Otel Collector step
@@ -6,20 +9,28 @@ Once you are done intrumenting your Java application, you can run it using the b
 ```bash
 ./otelcol-contrib --config ./config.yaml &> otelcol-output.log & echo "$!" > otel-pid
 ```
-### (Optional Step): View last 50 lines of `otelcol` logs
+ 
+
+#### (Optional Step): View last 50 lines of `otelcol` logs
 ```bash
 tail -f -n 50 otelcol-output.log
 ```
 
-### (Optional Step): Stop `otelcol`
+#### (Optional Step): Stop `otelcol`
 ```bash
 kill "$(< otel-pid)"
 ```
+&nbsp;
 
 ### Step 2: Run your application
 
 ```bash
 java -javaagent:<path>/opentelemetry-javaagent.jar -jar {{MYAPP}}.jar
 ```
+&nbsp;
 
 <path> - update it to the path where you downloaded the Java JAR agent in previous step
+
+&nbsp;
+
+If you encounter any difficulties, please consult the [troubleshooting section](https://signoz.io/docs/instrumentation/springboot/#troubleshooting-your-installation) for assistance.

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/SpringBoot/MacOsARM64/QuickStart/springBoot-macosarm64-quickStart-instrumentApplication.md

@@ -2,6 +2,8 @@
 #### Requirements
 - Java 8 or higher
 
+ 
+
 ### Download otel java binary agent
 
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/SpringBoot/MacOsARM64/QuickStart/springBoot-macosarm64-quickStart-runApplication.md

@@ -10,5 +10,7 @@ java -javaagent:<path>/opentelemetry-javaagent.jar -jar {{MYAPP}}.jar
 
 <path> - update it to the path where you downloaded the Java JAR agent in previous step
 
+&nbsp;
 
+If you encounter any difficulties, please consult the [troubleshooting section](https://signoz.io/docs/instrumentation/springboot/#troubleshooting-your-installation) for assistance.
 

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/SpringBoot/MacOsARM64/Recommended/springBoot-macosarm64-recommended-installOtelCollector.md

@@ -1,13 +1,17 @@
-### Setup OpenTelemetry Binary as an agent
+## Setup OpenTelemetry Binary as an agent
+ 
 
 ### Step 1: Download otel-collector tar.gz
 ```bash
 wget https://github.com/open-telemetry/opentelemetry-collector-releases/releases/download/v0.79.0/otelcol-contrib_0.79.0_darwin_arm64.tar.gz
+```
+ 
 
 ### Step 2: Extract otel-collector tar.gz to the `otelcol-contrib` folder
 ```bash
 mkdir otelcol-contrib && tar xvzf otelcol-contrib_0.79.0_darwin_arm64.tar.gz -C otelcol-contrib
 ```
+ 
 
 ### Step 3: Create config.yaml in folder otelcol-contrib with the below content in it
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/SpringBoot/MacOsARM64/Recommended/springBoot-macosarm64-recommended-instrumentApplication.md

@@ -1,7 +1,8 @@
-After setting up the Otel collector agent, follow the steps below to instrumnet your JavaScript Application
+After setting up the Otel collector agent, follow the steps below to instrument your Java Application
 
 #### Requirements
 - Java 8 or higher
+ 
 
 ### Download otel java binary
 

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/SpringBoot/MacOsARM64/Recommended/springBoot-macosarm64-recommended-runApplication.md

@@ -1,4 +1,7 @@
+ 
+
 Once you are done intrumenting your Java application, you can run it using the below commands
+ 
 
 ### Step 1: Run OTel Collector
  Run this command inside the `otelcol-contrib` directory that you created in the install Otel Collector step
@@ -6,20 +9,28 @@ Once you are done intrumenting your Java application, you can run it using the b
 ```bash
 ./otelcol-contrib --config ./config.yaml &> otelcol-output.log & echo "$!" > otel-pid
 ```
-### (Optional Step): View last 50 lines of `otelcol` logs
+ 
+
+#### (Optional Step): View last 50 lines of `otelcol` logs
 ```bash
 tail -f -n 50 otelcol-output.log
 ```
 
-### (Optional Step): Stop `otelcol`
+#### (Optional Step): Stop `otelcol`
 ```bash
 kill "$(< otel-pid)"
 ```
+&nbsp;
 
 ### Step 2: Run your application
 
 ```bash
 java -javaagent:<path>/opentelemetry-javaagent.jar -jar {{MYAPP}}.jar
 ```
+&nbsp;
 
 <path> - update it to the path where you downloaded the Java JAR agent in previous step
+
+&nbsp;
+
+If you encounter any difficulties, please consult the [troubleshooting section](https://signoz.io/docs/instrumentation/springboot/#troubleshooting-your-installation) for assistance.

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Tomcat/Kubernetes/tomcat-kubernetes-installOtelCollector.md

@@ -1,14 +1,17 @@
-### Install otel-collector in your Kubernetes infra
+## Install otel-collector in your Kubernetes infra
+ 
 
 Add the SigNoz Helm Chart repository
 ```bash
 helm repo add signoz https://charts.signoz.io
 ```
+ 
 
 If the chart is already present, update the chart to the latest using:
 ```bash
 helm repo update
 ```
+ 
 
 Install the Kubernetes Infrastructure chart provided by SigNoz
 ```bash

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Tomcat/Kubernetes/tomcat-kubernetes-instrumentApplication.md

@@ -1,7 +1,8 @@
-After setting up the Otel collector agent, follow the steps below to instrumnet your JavaScript Application
+After setting up the Otel collector agent, follow the steps below to instrument your JavaScript Application
 
 #### Requirements
 - Java 8 or higher
+ 
 
 ### Download otel java binary
 

frontend/src/container/OnboardingContainer/Modules/APM/Java/md-docs/Tomcat/Kubernetes/tomcat-kubernetes-runApplication.md

@@ -1,14 +1,24 @@
-### Enable the instrumentation agent and run your application
+## Enable the instrumentation agent and run your application
+ 
 
 If you run your .war package by putting in webapps folder, just add setenv.sh in your Tomcat bin folder.
+ 
 
 This should set the environment variable and start sending telemetry data to SigNoz Cloud.
 
 ```bash
 export CATALINA_OPTS="$CATALINA_OPTS -javaagent:/<path>/opentelemetry-javaagent.jar"
 ```
+&nbsp;
 
 <path> - update it to the path where you downloaded the Java JAR agent in previous step
 
+&nbsp;
+&nbsp;
+
 **Note:**
 - In case you're dockerising your application, make sure to dockerise it along with OpenTelemetry instrumentation done in previous step.
+
+&nbsp;
+
+If you encounter any difficulties, please consult the [troubleshooting section](https://signoz.io/docs/instrumentation/tomcat/#troubleshooting-your-installation) for assistance.