From 9a627df1adf4687d249fb9200dc220a25bb01bf1 Mon Sep 17 00:00:00 2001
From: Alexandre Touret <alexandre-touret@users.noreply.github.com>
Date: Tue, 24 Oct 2023 11:04:28 +0200
Subject: [PATCH 01/14] feat: Article initialization & DoIt upgrade

---
 ...ibuted-tracing-docker-container-java.en.md |  41 ++++++++++++++++++
 .../claudio-schwarz-q8kR_ie6WnI-unsplash.webp | Bin 0 -> 90612 bytes
 themes/DoIt                                   |   2 +-
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 create mode 100644 content/posts/agent-distributed-tracing-docker-container-java.en.md
 create mode 100644 static/assets/images/2023/10/claudio-schwarz-q8kR_ie6WnI-unsplash.webp

diff --git a/content/posts/agent-distributed-tracing-docker-container-java.en.md b/content/posts/agent-distributed-tracing-docker-container-java.en.md
new file mode 100644
index 000000000..b8f88e171
--- /dev/null
+++ b/content/posts/agent-distributed-tracing-docker-container-java.en.md
@@ -0,0 +1,41 @@
+---
+title: "Deploy your Elastic APM Agent to Kubernetes and instrument your Java applications in a smart way"
+date: 2023-10-24T10:28:11+02:00
+draft: true
+
+images: ["/assets/images/2023/10/claudio-schwarz-q8kR_ie6WnI-unsplash.webp"]
+featuredImagePreview: /assets/images/2023/10/claudio-schwarz-q8kR_ie6WnI-unsplash.webp
+featuredImage: /assets/images/2023/10/claudio-schwarz-q8kR_ie6WnI-unsplash.webp
+og_image: /assets/images/2023/10/claudio-schwarz-q8kR_ie6WnI-unsplash.webp
+
+tags:
+  - Distributed_Tracing
+  - Java
+  - APM
+  - Docker
+  - Elastic
+---
+
+In [my last article](https://blog.touret.info/2023/09/05/distributed-tracing-opentelemetry-camel-artemis/), I dug into enabling distributed tracing and exposed how to enable it on Java applications.
+Now, we must deploy it on Kubernetes and get distributed tracing insights. 
+The main point is how to minimize the impact of deploying APM agents on the delivery of our applications.
+
+In this article, I will expose how to ship APM agents for instrumenting Java applications deployed on top of Kubernetes through Docker containers.
+
+We can basically achieve that in two ways:
+
+1. Deploy the agent in all Docker images
+2. Deploy the agent asides from the Docker images and use initContainers to bring the agent at the startup of our applications  
+
+## Why not bringing APM agents in all of our Docker images?
+
+It could be really easy to put the APM agents in the application's Docker images.
+Nonetheless, if you want to upgrade your agent, you will have to repackage and redeploy all your Docker images.
+For regular upgrades, it won't bother you, but, if you encounter a bug, it could be tricky and annoying to do that.
+
+What's why I prefer loose coupling the Docker images from _"business"_ applications to technical tools such as APM agents.
+
+## Deploy an APM agent through initContainers
+
+While looking around how to achieve this, I came across to [Kubernetes initContainers](https://kubernetes.io/docs/concepts/workloads/pods/init-containers/).
+
diff --git a/static/assets/images/2023/10/claudio-schwarz-q8kR_ie6WnI-unsplash.webp b/static/assets/images/2023/10/claudio-schwarz-q8kR_ie6WnI-unsplash.webp
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diff --git a/themes/DoIt b/themes/DoIt
index ac6270f67..79024fbc8 160000
--- a/themes/DoIt
+++ b/themes/DoIt
@@ -1 +1 @@
-Subproject commit ac6270f67bf856b860a46ebc4d20a98dea763bff
+Subproject commit 79024fbc81e0360f887b26ae8b3d9d6908da465a

From 81217523e16f543948d0c660d21586b321982811 Mon Sep 17 00:00:00 2001
From: Alexandre Touret <alexandre-touret@users.noreply.github.com>
Date: Tue, 24 Oct 2023 14:43:22 +0200
Subject: [PATCH 02/14] feat: improve introduction

---
 ...ibuted-tracing-docker-container-java.en.md | 24 +++++++++++++++----
 .../images/2023/10/architecture_container.svg |  1 +
 .../images/2023/10/architecture_system.svg    |  1 +
 3 files changed, 22 insertions(+), 4 deletions(-)
 create mode 100644 static/assets/images/2023/10/architecture_container.svg
 create mode 100644 static/assets/images/2023/10/architecture_system.svg

diff --git a/content/posts/agent-distributed-tracing-docker-container-java.en.md b/content/posts/agent-distributed-tracing-docker-container-java.en.md
index b8f88e171..1aff845de 100644
--- a/content/posts/agent-distributed-tracing-docker-container-java.en.md
+++ b/content/posts/agent-distributed-tracing-docker-container-java.en.md
@@ -22,20 +22,36 @@ The main point is how to minimize the impact of deploying APM agents on the deli
 
 In this article, I will expose how to ship APM agents for instrumenting Java applications deployed on top of Kubernetes through Docker containers.
 
-We can basically achieve that in two ways:
+In addition, to make it easy, I will illustrate this setup by this use case:
+We have an API _"My wonderful API"_ which is instrumented through an Elastic APM agent. 
+The data is then sent to the Elastic APM.
+
+
+{{< style "text-align:center" >}}
+![c4 context diagram](/assets/images/2023/10/architecture_system.svg )
+{{</ style >}}
+
+Now, if we dive into the "Wonderful System", we can see the Java application and the agent:
+
+{{< style "text-align:center" >}}
+![c4 context diagram](/assets/images/2023/10/architecture_container.svg )
+{{</ style >}}
+
+We can basically implement this architecture in two ways:
 
 1. Deploy the agent in all Docker images
 2. Deploy the agent asides from the Docker images and use initContainers to bring the agent at the startup of our applications  
-
 ## Why not bringing APM agents in all of our Docker images?
 
 It could be really easy to put the APM agents in the application's Docker images.
 Nonetheless, if you want to upgrade your agent, you will have to repackage and redeploy all your Docker images.
 For regular upgrades, it won't bother you, but, if you encounter a bug, it could be tricky and annoying to do that.
 
-What's why I prefer loose coupling the Docker images from _"business"_ applications to technical tools such as APM agents.
+What's why I prefer loose coupling the _"business"_ applications Docker images to technical tools such as APM agents.
 
 ## Deploy an APM agent through initContainers
 
-While looking around how to achieve this, I came across to [Kubernetes initContainers](https://kubernetes.io/docs/concepts/workloads/pods/init-containers/).
+While looking around how to achieve this, I came across to the [Kubernetes initContainers](https://kubernetes.io/docs/concepts/workloads/pods/init-containers/).
+
+The only constraint is to declare a volume in your function
 
diff --git a/static/assets/images/2023/10/architecture_container.svg b/static/assets/images/2023/10/architecture_container.svg
new file mode 100644
index 000000000..78adb9915
--- /dev/null
+++ b/static/assets/images/2023/10/architecture_container.svg
@@ -0,0 +1 @@
+<?xml version="1.0" encoding="us-ascii" standalone="no"?><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" contentStyleType="text/css" height="676px" preserveAspectRatio="none" style="width:287px;height:676px;background:#FFFFFF;" version="1.1" viewBox="0 0 287 676" width="287px" zoomAndPan="magnify"><defs/><g><!--cluster b1--><g id="cluster_b1"><rect fill="none" height="407" rx="2.5" ry="2.5" style="stroke:#444444;stroke-width:1.0;stroke-dasharray:7.0,7.0;" width="274" x="7" y="159"/><text fill="#444444" font-family="sans-serif" font-size="16" font-weight="bold" lengthAdjust="spacing" textLength="164" x="62" y="178.2656">My wonderful System</text><text fill="#444444" font-family="sans-serif" font-size="12" font-weight="bold" lengthAdjust="spacing" textLength="51" x="118.5" y="195.2305">[System]</text></g><!--cluster kubernetes--><g id="cluster_kubernetes"><rect fill="none" height="319" rx="2.5" ry="2.5" style="stroke:#444444;stroke-width:1.0;stroke-dasharray:7.0,7.0;" width="226" x="31" y="223"/><text fill="#444444" font-family="sans-serif" font-size="16" font-weight="bold" lengthAdjust="spacing" textLength="89" x="99.5" y="242.2656">Kubernetes</text><text fill="#444444" font-family="sans-serif" font-size="12" font-weight="bold" lengthAdjust="spacing" textLength="63" x="112.5" y="259.2305">[Container]</text></g><!--cluster dockerImage--><g id="cluster_dockerImage"><rect fill="none" height="231" rx="2.5" ry="2.5" style="stroke:#444444;stroke-width:1.0;stroke-dasharray:7.0,7.0;" width="178" x="55" y="287"/><text fill="#444444" font-family="sans-serif" font-size="16" font-weight="bold" lengthAdjust="spacing" textLength="134" x="77" y="306.2656">Docker Container</text><text fill="#444444" font-family="sans-serif" font-size="12" font-weight="bold" lengthAdjust="spacing" textLength="63" x="112.5" y="323.2305">[Container]</text></g><!--entity javaApp--><g id="elem_javaApp"><rect fill="#438DD5" height="41.2813" rx="2.5" ry="2.5" style="stroke:#3C7FC0;stroke-width:0.5;" width="146" x="71" y="343"/><text fill="#FFFFFF" font-family="sans-serif" font-size="16" font-weight="bold" lengthAdjust="spacing" textLength="36" x="81" y="370.2656">Java</text><text fill="#FFFFFF" font-family="sans-serif" font-size="16" font-weight="bold" lengthAdjust="spacing" textLength="4" x="117" y="370.2656">&#160;</text><text fill="#FFFFFF" font-family="sans-serif" font-size="16" font-weight="bold" lengthAdjust="spacing" textLength="86" x="121" y="370.2656">Application</text></g><!--entity javaAgent--><g id="elem_javaAgent"><rect fill="#438DD5" height="41.2813" rx="2.5" ry="2.5" style="stroke:#3C7FC0;stroke-width:0.5;" width="101" x="93.5" y="461"/><text fill="#FFFFFF" font-family="sans-serif" font-size="16" font-weight="bold" lengthAdjust="spacing" textLength="81" x="103.5" y="488.2656">JavaAgent</text></g><!--entity user1--><g id="elem_user1"><rect fill="#08427B" height="89.2813" rx="2.5" ry="2.5" style="stroke:#073B6F;stroke-width:0.5;" width="68" x="110" y="7"/><image height="48" width="48" x="120" xlink:href="data:image/png;base64,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" y="17"/><text fill="#FFFFFF" font-family="sans-serif" font-size="16" font-weight="bold" lengthAdjust="spacing" textLength="36" x="126" y="82.2656">User</text></g><!--entity apm--><g id="elem_apm"><rect fill="#1168BD" height="41.2813" rx="2.5" ry="2.5" style="stroke:#3C7FC0;stroke-width:0.5;" width="110" x="89" y="629"/><text fill="#FFFFFF" font-family="sans-serif" font-size="16" font-weight="bold" lengthAdjust="spacing" textLength="51" x="99" y="656.2656">Elastic</text><text fill="#FFFFFF" font-family="sans-serif" font-size="16" font-weight="bold" lengthAdjust="spacing" textLength="4" x="150" y="656.2656">&#160;</text><text fill="#FFFFFF" font-family="sans-serif" font-size="16" font-weight="bold" lengthAdjust="spacing" textLength="35" x="154" y="656.2656">APM</text></g><!--link user1 to javaApp--><g id="link_user1_javaApp"><path d="M144,96.26 C144,164.52 144,285.62 144,334.8 " fill="none" id="user1-to-javaApp" style="stroke:#666666;stroke-width:1.0;"/><polygon fill="#666666" points="144,342.8,147,334.8,141,334.8,144,342.8" style="stroke:#666666;stroke-width:1.0;"/><text fill="#666666" font-family="sans-serif" font-size="12" font-weight="bold" lengthAdjust="spacing" textLength="29" x="145" y="139.9492">Uses</text></g><!--link javaApp to javaAgent--><g id="link_javaApp_javaAgent"><path d="M144,384.18 C144,405.51 144,431.36 144,452.73 " fill="none" id="javaApp-to-javaAgent" style="stroke:#666666;stroke-width:1.0;"/><polygon fill="#666666" points="144,460.73,147,452.73,141,452.73,144,460.73" style="stroke:#666666;stroke-width:1.0;"/><text fill="#666666" font-family="sans-serif" font-size="12" font-weight="bold" lengthAdjust="spacing" textLength="29" x="145" y="427.9492">Uses</text></g><!--link javaAgent to apm--><g id="link_javaAgent_apm"><path d="M144,502.19 C144,534.14 144,588.9 144,620.83 " fill="none" id="javaAgent-to-apm" style="stroke:#666666;stroke-width:1.0;"/><polygon fill="#666666" points="144,628.83,147,620.83,141,620.83,144,628.83" style="stroke:#666666;stroke-width:1.0;"/><text fill="#666666" font-family="sans-serif" font-size="12" font-weight="bold" lengthAdjust="spacing" textLength="36" x="145" y="595.9492">Sends</text><text fill="#666666" font-family="sans-serif" font-size="12" font-weight="bold" lengthAdjust="spacing" textLength="3" x="181" y="595.9492">&#160;</text><text fill="#666666" font-family="sans-serif" font-size="12" font-weight="bold" lengthAdjust="spacing" textLength="37" x="184" y="595.9492">traces</text></g><!--SRC=[VL3VJuCm47xlNz7rYIKancIFnWI1P5CdPB2OFP4ERWiEhgGjAZ7-xzQoCOpJb_Rhz-DwTvCIywejWDxuioj_bla2DIyHv2sPN93WNLyIwaOWe978exU9rccMHd4MHCzFpfJC5q6O9Mcu2gDq4uU68J589T1f5SXhbwtDnGnBQT8f3NLs9reikEoShL6N7NqJM83SjTNHmAOVnapfqEivSMYt814qA9Sz3FWK-2DKYFm0Sb7pFRWii8-pRPpzaNTU-2ltciPbzmPGWweovxeKQ8Rv9x4tY-ep5exCdwG_IG_xOHtUr2uBAwvqcLClNlQhMa5rtD_GXjcZijM-jHCx-lAtRdbRFm4i5DMIvzRp1G00]--></g></svg>
\ No newline at end of file
diff --git a/static/assets/images/2023/10/architecture_system.svg b/static/assets/images/2023/10/architecture_system.svg
new file mode 100644
index 000000000..f9eb7c6f4
--- /dev/null
+++ b/static/assets/images/2023/10/architecture_system.svg
@@ -0,0 +1 @@
+<?xml version="1.0" encoding="us-ascii" standalone="no"?><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" contentStyleType="text/css" height="338px" preserveAspectRatio="none" style="width:199px;height:338px;background:#FFFFFF;" version="1.1" viewBox="0 0 199 338" width="199px" zoomAndPan="magnify"><defs/><g><!--entity user1--><g id="elem_user1"><rect fill="#08427B" height="89.2813" rx="2.5" ry="2.5" style="stroke:#073B6F;stroke-width:0.5;" width="68" x="66" y="7"/><image height="48" width="48" x="76" xlink:href="data:image/png;base64,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" y="17"/><text fill="#FFFFFF" font-family="sans-serif" font-size="16" font-weight="bold" lengthAdjust="spacing" textLength="36" x="82" y="82.2656">User</text></g><!--entity system1--><g id="elem_system1"><rect fill="#1168BD" height="41.2813" rx="2.5" ry="2.5" style="stroke:#3C7FC0;stroke-width:0.5;" width="186" x="7" y="173"/><text fill="#FFFFFF" font-family="sans-serif" font-size="16" font-weight="bold" lengthAdjust="spacing" textLength="22" x="17" y="200.2656">My</text><text fill="#FFFFFF" font-family="sans-serif" font-size="16" font-weight="bold" lengthAdjust="spacing" textLength="4" x="39" y="200.2656">&#160;</text><text fill="#FFFFFF" font-family="sans-serif" font-size="16" font-weight="bold" lengthAdjust="spacing" textLength="79" x="43" y="200.2656">Wonderful</text><text fill="#FFFFFF" font-family="sans-serif" font-size="16" font-weight="bold" lengthAdjust="spacing" textLength="4" x="122" y="200.2656">&#160;</text><text fill="#FFFFFF" font-family="sans-serif" font-size="16" font-weight="bold" lengthAdjust="spacing" textLength="57" x="126" y="200.2656">System</text></g><!--entity apm--><g id="elem_apm"><rect fill="#1168BD" height="41.2813" rx="2.5" ry="2.5" style="stroke:#3C7FC0;stroke-width:0.5;" width="110" x="45" y="291"/><text fill="#FFFFFF" font-family="sans-serif" font-size="16" font-weight="bold" lengthAdjust="spacing" textLength="51" x="55" y="318.2656">Elastic</text><text fill="#FFFFFF" font-family="sans-serif" font-size="16" font-weight="bold" lengthAdjust="spacing" textLength="4" x="106" y="318.2656">&#160;</text><text fill="#FFFFFF" font-family="sans-serif" font-size="16" font-weight="bold" lengthAdjust="spacing" textLength="35" x="110" y="318.2656">APM</text></g><!--link user1 to system1--><g id="link_user1_system1"><path d="M100,96.03 C100,121.72 100,144.98 100,164.81 " fill="none" id="user1-to-system1" style="stroke:#666666;stroke-width:1.0;"/><polygon fill="#666666" points="100,172.81,103,164.81,97,164.81,100,172.81" style="stroke:#666666;stroke-width:1.0;"/><text fill="#666666" font-family="sans-serif" font-size="12" font-weight="bold" lengthAdjust="spacing" textLength="29" x="101" y="139.9492">Uses</text></g><!--link system1 to apm--><g id="link_system1_apm"><path d="M100,214.18 C100,235.51 100,261.36 100,282.73 " fill="none" id="system1-to-apm" style="stroke:#666666;stroke-width:1.0;"/><polygon fill="#666666" points="100,290.73,103,282.73,97,282.73,100,290.73" style="stroke:#666666;stroke-width:1.0;"/><text fill="#666666" font-family="sans-serif" font-size="12" font-weight="bold" lengthAdjust="spacing" textLength="36" x="101" y="257.9492">Sends</text><text fill="#666666" font-family="sans-serif" font-size="12" font-weight="bold" lengthAdjust="spacing" textLength="3" x="137" y="257.9492">&#160;</text><text fill="#666666" font-family="sans-serif" font-size="12" font-weight="bold" lengthAdjust="spacing" textLength="37" x="140" y="257.9492">traces</text></g><!--SRC=[RStH2e8m50RW-pt5zCeWYC3B24G71Tc6JiGh4Js1C3VP9kJRDzI2mAi3__UVSxnUjcBg05_Yy1I7TQoaRNe9-egy7OAttODXL1Aa8_I8AbhmcbDM9xHy1WTqkoUapZd92EKL8ov13BHHCfWCwFFHBzpmNOfnFXiBGs2MuIITSQba1_erYGt_Yiqu77qY6cFx5aSiNJ43iPt-7N8lZCFLlkcodOFi3BQwQPV61m00]--></g></svg>
\ No newline at end of file

From 33ae5a3d6b37b2d2f497b01c28e9861196000261 Mon Sep 17 00:00:00 2001
From: Alexandre Touret <alexandre-touret@users.noreply.github.com>
Date: Wed, 25 Oct 2023 10:19:08 +0200
Subject: [PATCH 03/14] feat: improvements

---
 ...ibuted-tracing-docker-container-java.en.md | 63 +++++++++++++++++--
 1 file changed, 59 insertions(+), 4 deletions(-)

diff --git a/content/posts/agent-distributed-tracing-docker-container-java.en.md b/content/posts/agent-distributed-tracing-docker-container-java.en.md
index 1aff845de..eef3e1e68 100644
--- a/content/posts/agent-distributed-tracing-docker-container-java.en.md
+++ b/content/posts/agent-distributed-tracing-docker-container-java.en.md
@@ -31,7 +31,7 @@ The data is then sent to the Elastic APM.
 ![c4 context diagram](/assets/images/2023/10/architecture_system.svg )
 {{</ style >}}
 
-Now, if we dive into the "Wonderful System", we can see the Java application and the agent:
+Now, if we dive into the _"Wonderful System"_, we can see the _Wonderful Java application_ and the agent:
 
 {{< style "text-align:center" >}}
 ![c4 context diagram](/assets/images/2023/10/architecture_container.svg )
@@ -39,7 +39,7 @@ Now, if we dive into the "Wonderful System", we can see the Java application and
 
 We can basically implement this architecture in two ways:
 
-1. Deploy the agent in all Docker images
+1. Deploy the agent in all of our Docker images
 2. Deploy the agent asides from the Docker images and use initContainers to bring the agent at the startup of our applications  
 ## Why not bringing APM agents in all of our Docker images?
 
@@ -53,5 +53,60 @@ What's why I prefer loose coupling the _"business"_ applications Docker images t
 
 While looking around how to achieve this, I came across to the [Kubernetes initContainers](https://kubernetes.io/docs/concepts/workloads/pods/init-containers/).
 
-The only constraint is to declare a volume in your function
-
+This kind of container is run only once during the startup of every pod. 
+A bunch of commands is ran then on top of it.
+For our current use case, it will copy the javaagent into a volume such as an [empty directory volume](https://kubernetes.io/docs/concepts/storage/volumes/#emptydir).
+
+### Impacts in the "_Wonderful Java Application_ Docker image
+The main impact is to declare a volume in your Docker image:
+
+```dockerfile
+VOLUME /opt/agent
+```
+It will be used by both the Docker container and the initContainer.
+
+Now, let's build our initContainer Docker image.
+
+### InitContainer Docker Image creation
+It's really straightforward:
+
+```dockerfile
+FROM alpine:latest
+RUN mkdir -p /opt/agent_setup
+RUN mkdir /opt/agent
+COPY ./javaagent.jar /opt/agent_setup/javaagent.jar
+VOLUME /opt/agent
+```
+
+### Kubernetes configuration
+We can now set up our Kubernetes Deployment to start the corresponding container and copy the Java agent.
+
+```yaml
+kind: Deployment
+spec:
+  containers:
+  - name: java-app
+    image: repo/my-wonderful-java-app:v1
+    volumeMounts:
+    - mountPath: /opt/agent
+      name: apm-agent-volume
+  initContainers:
+  - command:
+    - cp
+    - /opt/agent_setup/javaagent.jar
+    - /opt/agent
+    name: apm-agent-init
+	image: repo/apm-agent:v1
+    volumeMounts:
+    - mountPath: /opt/agent
+      name: appd-agent-volume
+  volumes:
+    - name: appd-agent-volume
+      emptyDir: {}
+```
+
+{{< admonition tip "Why not copying the java agent directly in the initContainer Docker image execution?" >}}
+The copy must be run with a command specified in the initContainer declaration and cannot be done during the initContainer execution (i.e., specified in its Docker file). 
+Why?
+The volume is mounted just after the initContainer execution and drops the JAR file copied earlier.
+{{</ admonition >}}

From d9c88264f1743a9091f86ac970ca36639e1b84e5 Mon Sep 17 00:00:00 2001
From: Alexandre Touret <alexandre-touret@users.noreply.github.com>
Date: Wed, 25 Oct 2023 14:41:21 +0200
Subject: [PATCH 04/14] feat: improvements

---
 ...ibuted-tracing-docker-container-java.en.md | 62 ++++++++++++++-----
 1 file changed, 48 insertions(+), 14 deletions(-)

diff --git a/content/posts/agent-distributed-tracing-docker-container-java.en.md b/content/posts/agent-distributed-tracing-docker-container-java.en.md
index eef3e1e68..da07c77f2 100644
--- a/content/posts/agent-distributed-tracing-docker-container-java.en.md
+++ b/content/posts/agent-distributed-tracing-docker-container-java.en.md
@@ -16,16 +16,15 @@ tags:
   - Elastic
 ---
 
-In [my last article](https://blog.touret.info/2023/09/05/distributed-tracing-opentelemetry-camel-artemis/), I dug into enabling distributed tracing and exposed how to enable it on Java applications.
-Now, we must deploy it on Kubernetes and get distributed tracing insights. 
-The main point is how to minimize the impact of deploying APM agents on the delivery of our applications.
+In [my last article](https://blog.touret.info/2023/09/05/distributed-tracing-opentelemetry-camel-artemis/), I dug into enabling distributed tracing and exposed how to enable it in Java applications.
+We didn't see how to deploy an application on Kubernetes and get distributed tracing insights. 
+The are several strategies to achieve that, but the main point is how to minimize the impact of deploying APM agents on the whole delivery process.
 
 In this article, I will expose how to ship APM agents for instrumenting Java applications deployed on top of Kubernetes through Docker containers.
 
-In addition, to make it easy, I will illustrate this setup by this use case:
-We have an API _"My wonderful API"_ which is instrumented through an Elastic APM agent. 
-The data is then sent to the Elastic APM.
-
+In addition, to make it easy, I will illustrate this setup by the following use case:
+We have an API _"My wonderful API"_ which is instrumented through an [Elastic APM agent](https://www.elastic.co/guide/en/apm/agent/index.html). 
+The data is then sent to the [Elastic APM](https://www.elastic.co/guide/en/apm).
 
 {{< style "text-align:center" >}}
 ![c4 context diagram](/assets/images/2023/10/architecture_system.svg )
@@ -37,20 +36,19 @@ Now, if we dive into the _"Wonderful System"_, we can see the _Wonderful Java ap
 ![c4 context diagram](/assets/images/2023/10/architecture_container.svg )
 {{</ style >}}
 
-We can basically implement this architecture in two ways:
+We can basically implement this architecture in two different ways:
 
-1. Deploy the agent in all of our Docker images
-2. Deploy the agent asides from the Docker images and use initContainers to bring the agent at the startup of our applications  
-## Why not bringing APM agents in all of our Docker images?
+1. Deploying the agent in all of our Docker images
+2. Deploying the agent asides from the Docker images and using initContainers to bring the agent at the startup of our applications
 
+## Why not bringing APM agents in all of our Docker images?
 It could be really easy to put the APM agents in the application's Docker images.
-Nonetheless, if you want to upgrade your agent, you will have to repackage and redeploy all your Docker images.
+Nonetheless, if you want to upgrade your agent, you will have to repackage it and redeploy all your Docker images.
 For regular upgrades, it won't bother you, but, if you encounter a bug, it could be tricky and annoying to do that.
 
 What's why I prefer loose coupling the _"business"_ applications Docker images to technical tools such as APM agents.
 
 ## Deploy an APM agent through initContainers
-
 While looking around how to achieve this, I came across to the [Kubernetes initContainers](https://kubernetes.io/docs/concepts/workloads/pods/init-containers/).
 
 This kind of container is run only once during the startup of every pod. 
@@ -64,11 +62,23 @@ The main impact is to declare a volume in your Docker image:
 VOLUME /opt/agent
 ```
 It will be used by both the Docker container and the initContainer.
+We can consider it as a "bridge" between these two containers.
+
+We also have to declare one environment variable: ``JAVA_OPTS``.
+
+```dockerfile
+ENV JAVA_OPTS=$JAVA_OPTS
+[...]
+ENTRYPOINT ["sh", "-c", "java ${JAVA_OPTS} org.springframework.boot.loader.JarLauncher"]
+```
+
+Il will be used during the deployment to set up our _Wonderful Java Application_.
 
 Now, let's build our initContainer Docker image.
 
 ### InitContainer Docker Image creation
-It's really straightforward:
+It's really straightforward. 
+We can use such a configuration:
 
 ```dockerfile
 FROM alpine:latest
@@ -110,3 +120,27 @@ The copy must be run with a command specified in the initContainer declaration a
 Why?
 The volume is mounted just after the initContainer execution and drops the JAR file copied earlier.
 {{</ admonition >}}
+
+
+## Start the Java Application with the agent
+Last but not least, we can now configure our pods which run our Java applications.
+We will use the ``JAVA_OPTS`` environment variable to configure the location of the Java agent, and [the Elastic APM Java system properties](https://www.elastic.co/guide/en/apm/agent/java/current/configuration.html).
+
+For instance: 
+
+```jshelllanguage
+JAVA_OPTS=-javaagent:/opt/agent/javaagent.jar -Delastic.apm.service_name=my-wonderful-application -Delastic.apm.application_packages=org.mywonderfulapp -Delastic.apm.server_url=http://apm:8200
+```
+
+You can then configure your Kubernetes deployment as:
+
+```yaml
+spec:
+  containers:
+  - name: java-app
+    env:
+    - name: JAVA_OPTS
+      value: -javaagent:/opt/agent/javaagent.jar -Delastic.apm.service_name=my-wonderful-application -Delastic.apm.application_packages=org.mywonderfulapp -Delastic.apm.server_url=http://apm:8200
+```
+
+## Conclusion

From d449ea9f88004d88312adcbb0a711f31a637746c Mon Sep 17 00:00:00 2001
From: Alexandre Touret <alexandre-touret@users.noreply.github.com>
Date: Wed, 25 Oct 2023 16:15:22 +0200
Subject: [PATCH 05/14] feat: conflusion & typos

---
 ...ibuted-tracing-docker-container-java.en.md | 36 +++++++++++++------
 1 file changed, 25 insertions(+), 11 deletions(-)

diff --git a/content/posts/agent-distributed-tracing-docker-container-java.en.md b/content/posts/agent-distributed-tracing-docker-container-java.en.md
index da07c77f2..24f55a9a9 100644
--- a/content/posts/agent-distributed-tracing-docker-container-java.en.md
+++ b/content/posts/agent-distributed-tracing-docker-container-java.en.md
@@ -16,15 +16,16 @@ tags:
   - Elastic
 ---
 
-In [my last article](https://blog.touret.info/2023/09/05/distributed-tracing-opentelemetry-camel-artemis/), I dug into enabling distributed tracing and exposed how to enable it in Java applications.
+In [my last article](https://blog.touret.info/2023/09/05/distributed-tracing-opentelemetry-camel-artemis/), I dug into distributed tracing and exposed how to enable it in Java applications.
 We didn't see how to deploy an application on Kubernetes and get distributed tracing insights. 
-The are several strategies to achieve that, but the main point is how to minimize the impact of deploying APM agents on the whole delivery process.
+Several strategies can be considered, but the main point is how to minimize the impact of deploying APM agents on the whole delivery process.
 
-In this article, I will expose how to ship APM agents for instrumenting Java applications deployed on top of Kubernetes through Docker containers.
+In this article, I will expose how to ship APM agents for instrumenting Java applications deployed on top of [Kubernetes](https://kubernetes.io/) through [Docker containers](https://www.docker.com/resources/what-container/).
 
 In addition, to make it easy, I will illustrate this setup by the following use case:
-We have an API _"My wonderful API"_ which is instrumented through an [Elastic APM agent](https://www.elastic.co/guide/en/apm/agent/index.html). 
-The data is then sent to the [Elastic APM](https://www.elastic.co/guide/en/apm).
+
+* We have an API _"My wonderful API"_ which is instrumented through an [Elastic APM agent](https://www.elastic.co/guide/en/apm/agent/index.html). 
+* The data is then sent to the [Elastic APM](https://www.elastic.co/guide/en/apm).
 
 {{< style "text-align:center" >}}
 ![c4 context diagram](/assets/images/2023/10/architecture_system.svg )
@@ -41,12 +42,12 @@ We can basically implement this architecture in two different ways:
 1. Deploying the agent in all of our Docker images
 2. Deploying the agent asides from the Docker images and using initContainers to bring the agent at the startup of our applications
 
-## Why not bringing APM agents in all of our Docker images?
-It could be really easy to put the APM agents in the application's Docker images.
+## Why not bringing APM agents in our Docker images?
+It could be really tempting to put the APM agents in the application's Docker image.
 Nonetheless, if you want to upgrade your agent, you will have to repackage it and redeploy all your Docker images.
-For regular upgrades, it won't bother you, but, if you encounter a bug, it could be tricky and annoying to do that.
+For regular upgrades, it will not bother you, but, if you encounter a bug, it will be tricky and annoying to do that.
 
-What's why I prefer loose coupling the _"business"_ applications Docker images to technical tools such as APM agents.
+What is why I prefer loose coupling the _"business"_ applications Docker images to technical tools such as APM agents.
 
 ## Deploy an APM agent through initContainers
 While looking around how to achieve this, I came across to the [Kubernetes initContainers](https://kubernetes.io/docs/concepts/workloads/pods/init-containers/).
@@ -66,6 +67,8 @@ We can consider it as a "bridge" between these two containers.
 
 We also have to declare one environment variable: ``JAVA_OPTS``.
 
+For instance:
+
 ```dockerfile
 ENV JAVA_OPTS=$JAVA_OPTS
 [...]
@@ -77,7 +80,7 @@ Il will be used during the deployment to set up our _Wonderful Java Application_
 Now, let's build our initContainer Docker image.
 
 ### InitContainer Docker Image creation
-It's really straightforward. 
+It is really straightforward. 
 We can use such a configuration:
 
 ```dockerfile
@@ -115,7 +118,7 @@ spec:
       emptyDir: {}
 ```
 
-{{< admonition tip "Why not copying the java agent directly in the initContainer Docker image execution?" >}}
+{{< admonition tip "Why not copying the Java agent directly in the initContainer Docker image execution?" >}}
 The copy must be run with a command specified in the initContainer declaration and cannot be done during the initContainer execution (i.e., specified in its Docker file). 
 Why?
 The volume is mounted just after the initContainer execution and drops the JAR file copied earlier.
@@ -143,4 +146,15 @@ spec:
       value: -javaagent:/opt/agent/javaagent.jar -Delastic.apm.service_name=my-wonderful-application -Delastic.apm.application_packages=org.mywonderfulapp -Delastic.apm.server_url=http://apm:8200
 ```
 
+_Et voila!_
+
 ## Conclusion
+
+We have seen how to enable Java APM configuration on Java Applications deployed on top of Docker images.
+Obviously, my technical choice of using an InitContainer can be challenged regarding the technical context and how you are confortable with your delivery practices.
+You probably noticed I use an emptyDir to deploy the Java agent.
+_Normally_ it will not be a big deal, but I advise you to check this usage with your Kubernetes SRE/Ops/Administrator first.
+
+Anyway, I think it is worth it and the tradeoffs are more than acceptable because this approach are, in my opinion, more flexible than the first one.
+
+Hope this helps!

From 85e2c60a51f45825622d1b4b70f3cf187384c132 Mon Sep 17 00:00:00 2001
From: Alexandre Touret <alexandre-touret@users.noreply.github.com>
Date: Wed, 25 Oct 2023 16:29:33 +0200
Subject: [PATCH 06/14] feat: improve title

---
 .../agent-distributed-tracing-docker-container-java.en.md     | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/content/posts/agent-distributed-tracing-docker-container-java.en.md b/content/posts/agent-distributed-tracing-docker-container-java.en.md
index 24f55a9a9..9f7862487 100644
--- a/content/posts/agent-distributed-tracing-docker-container-java.en.md
+++ b/content/posts/agent-distributed-tracing-docker-container-java.en.md
@@ -1,6 +1,6 @@
 ---
-title: "Deploy your Elastic APM Agent to Kubernetes and instrument your Java applications in a smart way"
-date: 2023-10-24T10:28:11+02:00
+title: "Deploy your Java Application to Kubernetes and get your traces through Elastic APM Agent in a smart way"
+date: 2023-11-06T08:00:00+02:00
 draft: true
 
 images: ["/assets/images/2023/10/claudio-schwarz-q8kR_ie6WnI-unsplash.webp"]

From 89567c19354dc9b7b941e0ae466bf15fbd7a39ab Mon Sep 17 00:00:00 2001
From: Alexandre Touret <alexandre-touret@users.noreply.github.com>
Date: Wed, 25 Oct 2023 18:00:06 +0200
Subject: [PATCH 07/14] feat: improve title

---
 ...k-ship-java-deployment-distributed-tracing-elasticapm.en.md} | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)
 rename content/posts/{agent-distributed-tracing-docker-container-java.en.md => pack-ship-java-deployment-distributed-tracing-elasticapm.en.md} (98%)

diff --git a/content/posts/agent-distributed-tracing-docker-container-java.en.md b/content/posts/pack-ship-java-deployment-distributed-tracing-elasticapm.en.md
similarity index 98%
rename from content/posts/agent-distributed-tracing-docker-container-java.en.md
rename to content/posts/pack-ship-java-deployment-distributed-tracing-elasticapm.en.md
index 9f7862487..486ccfad0 100644
--- a/content/posts/agent-distributed-tracing-docker-container-java.en.md
+++ b/content/posts/pack-ship-java-deployment-distributed-tracing-elasticapm.en.md
@@ -1,5 +1,5 @@
 ---
-title: "Deploy your Java Application to Kubernetes and get your traces through Elastic APM Agent in a smart way"
+title: "Streamline Java Application Deployment: Pack, Ship, and Unlock Distributed Tracing with Elastic APM on Kubernetes"
 date: 2023-11-06T08:00:00+02:00
 draft: true
 

From 0e84b78db8121b977c5f78ad5fb4e667a586639d Mon Sep 17 00:00:00 2001
From: Alexandre Touret <alexandre-touret@users.noreply.github.com>
Date: Thu, 26 Oct 2023 16:35:53 +0200
Subject: [PATCH 08/14] chore: Typos

---
 ...yment-distributed-tracing-elasticapm.en.md | 30 ++++++++++++++-----
 1 file changed, 23 insertions(+), 7 deletions(-)

diff --git a/content/posts/pack-ship-java-deployment-distributed-tracing-elasticapm.en.md b/content/posts/pack-ship-java-deployment-distributed-tracing-elasticapm.en.md
index 486ccfad0..9e00a6568 100644
--- a/content/posts/pack-ship-java-deployment-distributed-tracing-elasticapm.en.md
+++ b/content/posts/pack-ship-java-deployment-distributed-tracing-elasticapm.en.md
@@ -16,8 +16,8 @@ tags:
   - Elastic
 ---
 
-In [my last article](https://blog.touret.info/2023/09/05/distributed-tracing-opentelemetry-camel-artemis/), I dug into distributed tracing and exposed how to enable it in Java applications.
-We didn't see how to deploy an application on Kubernetes and get distributed tracing insights. 
+In [my last article](https://blog.touret.info/2023/09/05/distributed-tracing-opentelemetry-camel-artemis/), I dug into [Distributed Tracing](https://www.w3.org/TR/trace-context/) and exposed how to enable it in Java applications.
+We didn't see yet how to deploy an application on Kubernetes and get distributed tracing insights. 
 Several strategies can be considered, but the main point is how to minimize the impact of deploying APM agents on the whole delivery process.
 
 In this article, I will expose how to ship APM agents for instrumenting Java applications deployed on top of [Kubernetes](https://kubernetes.io/) through [Docker containers](https://www.docker.com/resources/what-container/).
@@ -37,6 +37,13 @@ Now, if we dive into the _"Wonderful System"_, we can see the _Wonderful Java ap
 ![c4 context diagram](/assets/images/2023/10/architecture_container.svg )
 {{</ style >}}
 
+{{< admonition tip "Elastic APM vs Grafana/OpenTelemetry" >}}
+In this article I delve into how to package an [Elastic APM agent](https://www.elastic.co/guide/en/apm/agent/java/current/configuration.html) and enable Distributed Tracing with the [Elastic APM suite](https://www.elastic.co/guide/en/apm/index.html). 
+
+You can do that in the same way with an OpenTelemetry Agent. 
+Furthermore, [Elastic APM is compatible with OpenTelemetry](https://www.elastic.co/fr/blog/native-opentelemetry-support-in-elastic-observability).
+{{</ admonition >}}
+
 We can basically implement this architecture in two different ways:
 
 1. Deploying the agent in all of our Docker images
@@ -44,8 +51,16 @@ We can basically implement this architecture in two different ways:
 
 ## Why not bringing APM agents in our Docker images?
 It could be really tempting to put the APM agents in the application's Docker image.
+
+As an example, we can add the following lines of code in our Docker images definition:
+
+```dockerfile
+RUN mkdir /opt/agent
+COPY ./javaagent.jar /opt/agent/javaagent.jar
+```
+
 Nonetheless, if you want to upgrade your agent, you will have to repackage it and redeploy all your Docker images.
-For regular upgrades, it will not bother you, but, if you encounter a bug, it will be tricky and annoying to do that.
+For regular upgrades, it will not bother you, but, if you encounter a bug or a vulnerability, it will be tricky and annoying to do that.
 
 What is why I prefer loose coupling the _"business"_ applications Docker images to technical tools such as APM agents.
 
@@ -81,7 +96,7 @@ Now, let's build our initContainer Docker image.
 
 ### InitContainer Docker Image creation
 It is really straightforward. 
-We can use such a configuration:
+We can use for example, the following configuration:
 
 ```dockerfile
 FROM alpine:latest
@@ -119,14 +134,15 @@ spec:
 ```
 
 {{< admonition tip "Why not copying the Java agent directly in the initContainer Docker image execution?" >}}
-The copy must be run with a command specified in the initContainer declaration and cannot be done during the initContainer execution (i.e., specified in its Docker file). 
+The copy must be run with a command specified in the initContainer declaration and cannot be done during the initContainer execution (i.e., specified in its Dockerfile). 
 Why?
 The volume is mounted just after the initContainer execution and drops the JAR file copied earlier.
 {{</ admonition >}}
 
 
 ## Start the Java Application with the agent
-Last but not least, we can now configure our pods which run our Java applications.
+Last but not least, we can now configure the [pods](https://kubernetes.io/docs/concepts/workloads/pods/) where we run our Java applications.
+
 We will use the ``JAVA_OPTS`` environment variable to configure the location of the Java agent, and [the Elastic APM Java system properties](https://www.elastic.co/guide/en/apm/agent/java/current/configuration.html).
 
 For instance: 
@@ -150,7 +166,7 @@ _Et voila!_
 
 ## Conclusion
 
-We have seen how to enable Java APM configuration on Java Applications deployed on top of Docker images.
+We have seen how to pack and deploy Distributed Tracing java agents and Java Applications deployed on top of Docker images.
 Obviously, my technical choice of using an InitContainer can be challenged regarding the technical context and how you are confortable with your delivery practices.
 You probably noticed I use an emptyDir to deploy the Java agent.
 _Normally_ it will not be a big deal, but I advise you to check this usage with your Kubernetes SRE/Ops/Administrator first.

From 97a9b110dd8b30cdc6c729dcd76a6d2be4bdeaa5 Mon Sep 17 00:00:00 2001
From: Alexandre Touret <alexandre-touret@users.noreply.github.com>
Date: Thu, 26 Oct 2023 18:32:11 +0200
Subject: [PATCH 09/14] chore: Typos

---
 ...-ship-java-deployment-distributed-tracing-elasticapm.en.md | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/content/posts/pack-ship-java-deployment-distributed-tracing-elasticapm.en.md b/content/posts/pack-ship-java-deployment-distributed-tracing-elasticapm.en.md
index 9e00a6568..577c8468c 100644
--- a/content/posts/pack-ship-java-deployment-distributed-tracing-elasticapm.en.md
+++ b/content/posts/pack-ship-java-deployment-distributed-tracing-elasticapm.en.md
@@ -49,10 +49,12 @@ We can basically implement this architecture in two different ways:
 1. Deploying the agent in all of our Docker images
 2. Deploying the agent asides from the Docker images and using initContainers to bring the agent at the startup of our applications
 
+We will then see how to lose couple application docker images to the apm agent one. 
+
 ## Why not bringing APM agents in our Docker images?
 It could be really tempting to put the APM agents in the application's Docker image.
 
-As an example, we can add the following lines of code in our Docker images definition:
+We can illustrate it adding the following lines of code in our Docker images definition:
 
 ```dockerfile
 RUN mkdir /opt/agent

From dad54104ebd0d3c3b24b236d0280831663094e3c Mon Sep 17 00:00:00 2001
From: Alexandre Touret <alexandre-touret@users.noreply.github.com>
Date: Mon, 30 Oct 2023 10:21:53 +0100
Subject: [PATCH 10/14] chore: Typos

---
 ...oyment-distributed-tracing-elasticapm.en.md | 18 ++++++++++--------
 content/talks.en.md                            |  2 +-
 themes/DoIt                                    |  2 +-
 3 files changed, 12 insertions(+), 10 deletions(-)

diff --git a/content/posts/pack-ship-java-deployment-distributed-tracing-elasticapm.en.md b/content/posts/pack-ship-java-deployment-distributed-tracing-elasticapm.en.md
index 577c8468c..50dbc16a2 100644
--- a/content/posts/pack-ship-java-deployment-distributed-tracing-elasticapm.en.md
+++ b/content/posts/pack-ship-java-deployment-distributed-tracing-elasticapm.en.md
@@ -1,7 +1,7 @@
 ---
 title: "Streamline Java Application Deployment: Pack, Ship, and Unlock Distributed Tracing with Elastic APM on Kubernetes"
-date: 2023-11-06T08:00:00+02:00
-draft: true
+date: 2023-11-02T08:00:00+02:00
+draft: false
 
 images: ["/assets/images/2023/10/claudio-schwarz-q8kR_ie6WnI-unsplash.webp"]
 featuredImagePreview: /assets/images/2023/10/claudio-schwarz-q8kR_ie6WnI-unsplash.webp
@@ -22,7 +22,7 @@ Several strategies can be considered, but the main point is how to minimize the
 
 In this article, I will expose how to ship APM agents for instrumenting Java applications deployed on top of [Kubernetes](https://kubernetes.io/) through [Docker containers](https://www.docker.com/resources/what-container/).
 
-In addition, to make it easy, I will illustrate this setup by the following use case:
+To make it clearer, I will illustrate this setup by the following use case:
 
 * We have an API _"My wonderful API"_ which is instrumented through an [Elastic APM agent](https://www.elastic.co/guide/en/apm/agent/index.html). 
 * The data is then sent to the [Elastic APM](https://www.elastic.co/guide/en/apm).
@@ -54,7 +54,8 @@ We will then see how to lose couple application docker images to the apm agent o
 ## Why not bringing APM agents in our Docker images?
 It could be really tempting to put the APM agents in the application's Docker image.
 
-We can illustrate it adding the following lines of code in our Docker images definition:
+Why? 
+Because you just have to add the following lines of code in our Docker images definition:
 
 ```dockerfile
 RUN mkdir /opt/agent
@@ -62,6 +63,7 @@ COPY ./javaagent.jar /opt/agent/javaagent.jar
 ```
 
 Nonetheless, if you want to upgrade your agent, you will have to repackage it and redeploy all your Docker images.
+
 For regular upgrades, it will not bother you, but, if you encounter a bug or a vulnerability, it will be tricky and annoying to do that.
 
 What is why I prefer loose coupling the _"business"_ applications Docker images to technical tools such as APM agents.
@@ -80,7 +82,7 @@ The main impact is to declare a volume in your Docker image:
 VOLUME /opt/agent
 ```
 It will be used by both the Docker container and the initContainer.
-We can consider it as a "bridge" between these two containers.
+We can consider it as a "bridge" between these two ones.
 
 We also have to declare one environment variable: ``JAVA_OPTS``.
 
@@ -94,7 +96,7 @@ ENTRYPOINT ["sh", "-c", "java ${JAVA_OPTS} org.springframework.boot.loader.JarLa
 
 Il will be used during the deployment to set up our _Wonderful Java Application_.
 
-Now, let's build our initContainer Docker image.
+Now, let's build our initContainer's Docker image.
 
 ### InitContainer Docker Image creation
 It is really straightforward. 
@@ -168,8 +170,8 @@ _Et voila!_
 
 ## Conclusion
 
-We have seen how to pack and deploy Distributed Tracing java agents and Java Applications deployed on top of Docker images.
-Obviously, my technical choice of using an InitContainer can be challenged regarding the technical context and how you are confortable with your delivery practices.
+We have seen how to pack and deploy Distributed Tracing java agents and Java Applications built on top of Docker images.
+Obviously, my technical choice of using an InitContainer can be challenged regarding your technical context and how you are confortable with your delivery practices.
 You probably noticed I use an emptyDir to deploy the Java agent.
 _Normally_ it will not be a big deal, but I advise you to check this usage with your Kubernetes SRE/Ops/Administrator first.
 
diff --git a/content/talks.en.md b/content/talks.en.md
index b38658378..5d50bf6b5 100644
--- a/content/talks.en.md
+++ b/content/talks.en.md
@@ -93,7 +93,7 @@ A l’issue de cet atelier, nous aurons une vue complète et mis en pratique dif
 How to learn architecture ? How to improve in this field ? How do we recognize a good or a bad architecture ?
 Plenty of books and training sessions address this subject. The best thing is to practice!
 In the same way as CodingDojos, I will present to you architecture katas. 
-Ted NEWARD (http://blogs.tedneward.com/) created them. His idea came from the following observation :
+[Ted NEWARD](http://blogs.tedneward.com/) created them. His idea came from the following observation :
 "How are we supposed to get great architects, if they only get the chance to architect fewer than a half-dozen times in their career?"
 One solution to this issue could be to practice regularly on several topics to gain experience.
 After a brief introduction of how to start designing an architecture, I will present architecture katas, and the conduct.
diff --git a/themes/DoIt b/themes/DoIt
index 79024fbc8..ac6270f67 160000
--- a/themes/DoIt
+++ b/themes/DoIt
@@ -1 +1 @@
-Subproject commit 79024fbc81e0360f887b26ae8b3d9d6908da465a
+Subproject commit ac6270f67bf856b860a46ebc4d20a98dea763bff

From c05ae893ed3651531d8c6c370c61359afd9953d3 Mon Sep 17 00:00:00 2001
From: Alexandre Touret <alexandre-touret@users.noreply.github.com>
Date: Mon, 30 Oct 2023 18:03:25 +0100
Subject: [PATCH 11/14] chore: Typos

---
 ...-ship-java-deployment-distributed-tracing-elasticapm.en.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/content/posts/pack-ship-java-deployment-distributed-tracing-elasticapm.en.md b/content/posts/pack-ship-java-deployment-distributed-tracing-elasticapm.en.md
index 50dbc16a2..e11d19b02 100644
--- a/content/posts/pack-ship-java-deployment-distributed-tracing-elasticapm.en.md
+++ b/content/posts/pack-ship-java-deployment-distributed-tracing-elasticapm.en.md
@@ -40,7 +40,7 @@ Now, if we dive into the _"Wonderful System"_, we can see the _Wonderful Java ap
 {{< admonition tip "Elastic APM vs Grafana/OpenTelemetry" >}}
 In this article I delve into how to package an [Elastic APM agent](https://www.elastic.co/guide/en/apm/agent/java/current/configuration.html) and enable Distributed Tracing with the [Elastic APM suite](https://www.elastic.co/guide/en/apm/index.html). 
 
-You can do that in the same way with an OpenTelemetry Agent. 
+You can do that in the same way with an [OpenTelemetry Agent](https://github.com/open-telemetry/opentelemetry-java-instrumentation). 
 Furthermore, [Elastic APM is compatible with OpenTelemetry](https://www.elastic.co/fr/blog/native-opentelemetry-support-in-elastic-observability).
 {{</ admonition >}}
 
@@ -137,7 +137,7 @@ spec:
       emptyDir: {}
 ```
 
-{{< admonition tip "Why not copying the Java agent directly in the initContainer Docker image execution?" >}}
+{{< admonition tip "Why not just copying the Java agent directly in the initContainer Docker image execution?" >}}
 The copy must be run with a command specified in the initContainer declaration and cannot be done during the initContainer execution (i.e., specified in its Dockerfile). 
 Why?
 The volume is mounted just after the initContainer execution and drops the JAR file copied earlier.

From 3f0fa631a7757bd50e19e8ced4624a97f6bd6fac Mon Sep 17 00:00:00 2001
From: Alexandre Touret <alexandre-touret@users.noreply.github.com>
Date: Mon, 30 Oct 2023 18:14:28 +0100
Subject: [PATCH 12/14] chore: Theme update

---
 themes/DoIt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/themes/DoIt b/themes/DoIt
index ac6270f67..686aa5b01 160000
--- a/themes/DoIt
+++ b/themes/DoIt
@@ -1 +1 @@
-Subproject commit ac6270f67bf856b860a46ebc4d20a98dea763bff
+Subproject commit 686aa5b011d34926865b73d900cce20b3b7b6a03

From feeef5ca550a2a2ea6bc3d6c7c73eb8369678213 Mon Sep 17 00:00:00 2001
From: Alexandre Touret <alexandre-touret@users.noreply.github.com>
Date: Wed, 1 Nov 2023 09:41:49 +0100
Subject: [PATCH 13/14] chore: linter

---
 README.md | 18 ++++++++++++++++--
 1 file changed, 16 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 011f0902e..d8a481413 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,6 @@
+
+## Status
+
 [![Build and deploy to GitHub Pages](https://github.com/alexandre-touret/alexandre-touret.github.io/actions/workflows/gh-pages.yml/badge.svg?branch=main)](https://github.com/alexandre-touret/alexandre-touret.github.io/actions/workflows/gh-pages.yml)
 
 ## Setup
@@ -14,9 +17,20 @@ sudo apt install ./hugo_extended_0.110.0_linux-amd64.deb
 hugo serve -D -F
 ```
 
-
 ## Update the theme
 
 ```bash
 git submodule update --remote --merge
-```
\ No newline at end of file
+```
+
+## Run Markdown Linter
+
+```bash
+docker run -v $PWD:/workdir ghcr.io/igorshubovych/markdownlint-cli:latest "*.md" --disable MD041
+```
+
+## Run Vale
+
+```bash
+. ./run-vale.sh
+```

From 5ceed1c06054586840751056a94f1b0f23d0cb01 Mon Sep 17 00:00:00 2001
From: Alexandre Touret <alexandre-touret@users.noreply.github.com>
Date: Wed, 1 Nov 2023 19:01:19 +0100
Subject: [PATCH 14/14] chore: Change release date

---
 ...ck-ship-java-deployment-distributed-tracing-elasticapm.en.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/content/posts/pack-ship-java-deployment-distributed-tracing-elasticapm.en.md b/content/posts/pack-ship-java-deployment-distributed-tracing-elasticapm.en.md
index e11d19b02..37ed7489e 100644
--- a/content/posts/pack-ship-java-deployment-distributed-tracing-elasticapm.en.md
+++ b/content/posts/pack-ship-java-deployment-distributed-tracing-elasticapm.en.md
@@ -1,6 +1,6 @@
 ---
 title: "Streamline Java Application Deployment: Pack, Ship, and Unlock Distributed Tracing with Elastic APM on Kubernetes"
-date: 2023-11-02T08:00:00+02:00
+date: 2023-11-01T08:00:00+02:00
 draft: false
 
 images: ["/assets/images/2023/10/claudio-schwarz-q8kR_ie6WnI-unsplash.webp"]