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The following commit(s) were added to refs/heads/publish by this push:
     new cb2a9e3206 Docs updated via 
refs/heads/main:51dcc03d328a080fea3ae1367648c6a543411ba4
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commit cb2a9e320679bf56fbccef54ac6b724f17cc8b27
Author: GitHub Actions <[email protected]>
AuthorDate: Fri Dec 26 20:54:00 2025 +0000

    Docs updated via refs/heads/main:51dcc03d328a080fea3ae1367648c6a543411ba4
---
 announcements/index.html                           |  34 ++-
 blocktype/index.html                               |   2 +-
 blocktype/testimonial/index.html                   |   2 +-
 blocktype/use-case/index.html                      |   2 +-
 blog/airflow-1.10.10/index.html                    |   4 +-
 blog/airflow-1.10.12/index.html                    |   4 +-
 blog/airflow-1.10.8-1.10.9/index.html              |   4 +-
 blog/airflow-2.10.0/index.html                     |   4 +-
 blog/airflow-2.2.0/index.html                      |   4 +-
 blog/airflow-2.3.0/index.html                      |   4 +-
 blog/airflow-2.4.0/index.html                      |   4 +-
 blog/airflow-2.5.0/index.html                      |   4 +-
 blog/airflow-2.6.0/index.html                      |   4 +-
 blog/airflow-2.7.0/index.html                      |   4 +-
 blog/airflow-2.8.0/index.html                      |   4 +-
 blog/airflow-2.9.0/index.html                      |   4 +-
 blog/airflow-3.1.0/index.html                      |   4 +-
 blog/airflow-survey-2020/index.html                |   4 +-
 blog/airflow-survey-2022/index.html                |   4 +-
 blog/airflow-survey-2023/index.html                |   4 +-
 blog/airflow-survey-2024/index.html                |   4 +-
 blog/airflow-survey/index.html                     |   4 +-
 blog/airflow-three-point-oh-is-here/index.html     |  10 +-
 blog/airflow-two-point-oh-is-here/index.html       |   4 +-
 blog/airflow_summit_2021/index.html                |   4 +-
 blog/airflow_summit_2022/index.html                |   4 +-
 blog/airflowctl-0.1.0/index.html                   |   4 +-
 blog/announcing-new-website/index.html             |   4 +-
 blog/apache-airflow-for-newcomers/index.html       |   4 +-
 .../index.html                                     |   4 +-
 .../index.html                                     |   4 +-
 .../index.html                                     |   4 +-
 .../index.html                                     |   4 +-
 blog/fab-oid-vulnerability/index.html              |   4 +-
 .../index.html                                     |   4 +-
 blog/index.html                                    |   2 +-
 blog/introducing_setup_teardown/index.html         |   4 +-
 .../index.html                                     |   4 +-
 blog/tags/airflow-summit/index.html                |   2 +-
 blog/tags/airflow-summit/index.xml                 |   2 +-
 blog/tags/community/index.html                     |   2 +-
 blog/tags/community/index.xml                      |   2 +-
 blog/tags/development/index.html                   |   2 +-
 blog/tags/development/index.xml                    |   2 +-
 blog/tags/documentation/index.html                 |   2 +-
 blog/tags/documentation/index.xml                  |   2 +-
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 blog/tags/release/index.xml                        |   2 +-
 blog/tags/rest-api/index.html                      |   2 +-
 blog/tags/rest-api/index.xml                       |   2 +-
 blog/tags/survey/index.html                        |   2 +-
 blog/tags/survey/index.xml                         |   2 +-
 blog/tags/users/index.html                         |   2 +-
 blog/tags/users/index.xml                          |   2 +-
 blog/tags/vulnerabilities/index.html               |   2 +-
 blog/tags/vulnerabilities/index.xml                |   2 +-
 code-of-conduct/index.html                         |   2 +-
 community/index.html                               | 240 ++++++++++++++++++---
 community/resources/index.html                     |   4 +-
 docs/index.html                                    |   2 +-
 ecosystem/index.html                               |   2 +-
 external/profiles/choo121600.png                   | Bin 0 -> 18093 bytes
 external/profiles/criccomini.png                   | Bin 46931 -> 213751 bytes
 external/profiles/dabla.png                        | Bin 0 -> 16729 bytes
 external/profiles/dheerajturaga.png                | Bin 0 -> 32310 bytes
 index.html                                         |   2 +-
 meetups/index.html                                 |   2 +-
 privacy-notice/index.html                          |   2 +-
 roadmap/index.html                                 |   2 +-
 search/index.html                                  |   4 +-
 sitemap.xml                                        | 152 ++++++-------
 survey/index.html                                  |   2 +-
 tags/index.html                                    |   2 +-
 tags/index.xml                                     |   2 +-
 use-cases/adjoe/index.html                         |   4 +-
 use-cases/adobe/index.html                         |   4 +-
 use-cases/adyen/index.html                         |   4 +-
 use-cases/big-fish-games/index.html                |   4 +-
 use-cases/business_operations/index.html           |   4 +-
 use-cases/dish/index.html                          |   4 +-
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 use-cases/experity/index.html                      |   4 +-
 use-cases/index.html                               |   2 +-
 use-cases/infrastructure-management/index.html     |   4 +-
 use-cases/mlops/index.html                         |   4 +-
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 use-cases/seniorlink/index.html                    |   4 +-
 use-cases/sift/index.html                          |   4 +-
 use-cases/snapp/index.html                         |   4 +-
 use-cases/suse/index.html                          |   4 +-
 91 files changed, 445 insertions(+), 257 deletions(-)

diff --git a/announcements/index.html b/announcements/index.html
index 9b01390598..b5cfdc69b4 100644
--- a/announcements/index.html
+++ b/announcements/index.html
@@ -27,26 +27,28 @@
 <title>Announcements | Apache Airflow</title><meta property="og:url" 
content="/announcements/">
   <meta property="og:site_name" content="Apache Airflow">
   <meta property="og:title" content="Announcements">
-  <meta property="og:description" content=" December 12, 2025 We’ve just 
released Airflow 3.1.5 and Task SDK 1.1.5 🎉
+  <meta property="og:description" content=" December 25, 2025 Airflow PMC 
welcomes new PMC member and committers:
+PMC member:
+Shahar Epstein (@shahar1) Committers:
+David Blain (@dabla) Sriraj Dheeraj Turaga (@dheerajturaga) Yeonguk Choo 
(@choo121600) December 12, 2025 We’ve just released Airflow 3.1.5 and Task SDK 
1.1.5 🎉
 📦 PyPI: https://pypi.org/project/apache-airflow/3.1.5/ 📚 Core Docs: 
https://airflow.apache.org/docs/apache-airflow/3.1.5/ 📚 Task SDK Docs: 
https://airflow.apache.org/docs/task-sdk/1.1.5/ 🛠 Release Notes: 
https://airflow.apache.org/docs/apache-airflow/3.1.5/release_notes.html 🐳 
Docker Image: “docker pull apache/airflow:3.1.5” 🚏 Constraints: 
https://github.com/apache/airflow/tree/constraints-3.1.5
 Thanks to all the contributors who made this possible.
-December 10, 2025 We’ve just released Apache Airflow 3.1.4 and Task SDK 1.1.4 🎉
-📦 PyPI: https://pypi.org/project/apache-airflow/3.1.4/ 📚 Docs: 
https://airflow.apache.org/docs/apache-airflow/3.1.4/ 🛠 Release Notes: 
https://airflow.apache.org/docs/apache-airflow/3.1.4/release_notes.html 🐳 
Docker Image: “docker pull apache/airflow:3.1.4” 🚏 Constraints: 
https://github.com/apache/airflow/tree/constraints-3.1.4
-Thanks to all the contributors who made this possible.">
+December 10, 2025 We’ve just released Apache Airflow 3.1.4 and Task SDK 1.1.4 
🎉">
   <meta property="og:locale" content="en">
   <meta property="og:type" content="website">
     <meta property="og:image" content="/images/feature-image.png">
 
   <meta itemprop="name" content="Announcements">
-  <meta itemprop="description" content=" December 12, 2025 We’ve just released 
Airflow 3.1.5 and Task SDK 1.1.5 🎉
+  <meta itemprop="description" content=" December 25, 2025 Airflow PMC 
welcomes new PMC member and committers:
+PMC member:
+Shahar Epstein (@shahar1) Committers:
+David Blain (@dabla) Sriraj Dheeraj Turaga (@dheerajturaga) Yeonguk Choo 
(@choo121600) December 12, 2025 We’ve just released Airflow 3.1.5 and Task SDK 
1.1.5 🎉
 📦 PyPI: https://pypi.org/project/apache-airflow/3.1.5/ 📚 Core Docs: 
https://airflow.apache.org/docs/apache-airflow/3.1.5/ 📚 Task SDK Docs: 
https://airflow.apache.org/docs/task-sdk/1.1.5/ 🛠 Release Notes: 
https://airflow.apache.org/docs/apache-airflow/3.1.5/release_notes.html 🐳 
Docker Image: “docker pull apache/airflow:3.1.5” 🚏 Constraints: 
https://github.com/apache/airflow/tree/constraints-3.1.5
 Thanks to all the contributors who made this possible.
-December 10, 2025 We’ve just released Apache Airflow 3.1.4 and Task SDK 1.1.4 🎉
-📦 PyPI: https://pypi.org/project/apache-airflow/3.1.4/ 📚 Docs: 
https://airflow.apache.org/docs/apache-airflow/3.1.4/ 🛠 Release Notes: 
https://airflow.apache.org/docs/apache-airflow/3.1.4/release_notes.html 🐳 
Docker Image: “docker pull apache/airflow:3.1.4” 🚏 Constraints: 
https://github.com/apache/airflow/tree/constraints-3.1.4
-Thanks to all the contributors who made this possible.">
+December 10, 2025 We’ve just released Apache Airflow 3.1.4 and Task SDK 1.1.4 
🎉">
   <meta itemprop="datePublished" content="2020-08-08T05:30:20+05:30">
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
-  <meta itemprop="wordCount" content="5736">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
+  <meta itemprop="wordCount" content="5763">
   <meta itemprop="image" content="/images/feature-image.png">
 
 
@@ -553,6 +555,18 @@ Thanks to all the contributors who made this possible.">
         <main role="main" class="td-main container">
             <p> 
  </p>
+<h1 id="december-25-2025">December 25, 2025</h1>
+<p>Airflow PMC welcomes new PMC member and committers:</p>
+<p>PMC member:</p>
+<ul>
+<li><strong>Shahar Epstein</strong> (<a 
href="https://github.com/shahar1";>@shahar1</a>)</li>
+</ul>
+<p>Committers:</p>
+<ul>
+<li><strong>David Blain</strong> (<a 
href="https://github.com/dabla";>@dabla</a>)</li>
+<li><strong>Sriraj Dheeraj Turaga</strong> (<a 
href="https://github.com/dheerajturaga";>@dheerajturaga</a>)</li>
+<li><strong>Yeonguk Choo</strong> (<a 
href="https://github.com/choo121600";>@choo121600</a>)</li>
+</ul>
 <h1 id="december-12-2025">December 12, 2025</h1>
 <p>We&rsquo;ve just released <strong>Airflow 3.1.5</strong> and <strong>Task 
SDK 1.1.5</strong> 🎉</p>
 <p>📦 PyPI: <a 
href="https://pypi.org/project/apache-airflow/3.1.5/";>https://pypi.org/project/apache-airflow/3.1.5/</a>
 <br>
diff --git a/blocktype/index.html b/blocktype/index.html
index 7579927668..6f1d6b4f6f 100644
--- a/blocktype/index.html
+++ b/blocktype/index.html
@@ -34,7 +34,7 @@
 
   <meta itemprop="name" content="Blocktype">
   <meta itemprop="description" content="Platform created by the community to 
programmatically author, schedule and monitor workflows.">
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
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diff --git a/blocktype/testimonial/index.html b/blocktype/testimonial/index.html
index 29fee49b25..9c8adbba97 100644
--- a/blocktype/testimonial/index.html
+++ b/blocktype/testimonial/index.html
@@ -34,7 +34,7 @@
 
   <meta itemprop="name" content="Testimonial">
   <meta itemprop="description" content="Platform created by the community to 
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diff --git a/blocktype/use-case/index.html b/blocktype/use-case/index.html
index 576df3d804..1332e38809 100644
--- a/blocktype/use-case/index.html
+++ b/blocktype/use-case/index.html
@@ -34,7 +34,7 @@
 
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index 9c496cdc81..fece17da73 100644
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   <meta itemprop="name" content="Apache Airflow 1.10.10">
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   <meta itemprop="datePublished" content="2020-04-09T00:00:00+00:00">
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index 148f80350d..6f17bf1f28 100644
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b/blog/airflow-1.10.8-1.10.9/index.html
index 9a337bcf4d..8351a73b7f 100644
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   <meta itemprop="name" content="Apache Airflow 1.10.8 & 1.10.9">
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index 394596340c..8622321a53 100644
--- a/blog/airflow-2.10.0/index.html
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   <meta itemprop="name" content="Apache Airflow 2.10.0 is here">
   <meta itemprop="description" content="Apache Airflow 2.10.0 is a 
game-changer, with powerful Dataset improvements and the groundbreaking Hybrid 
Executor, set to redefine your workflow capabilities!">
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index c20fe8726f..11a2dfbe85 100644
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b/blog/airflow-survey-2024/index.html
index 8b255c5a34..2b80854dae 100644
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@@ -753,7 +753,7 @@ This is described in two AIPs: Improve DAG history (<a 
href="https://cwiki.apach
 <li>Derek</li>
 <li>Detlev V.</li>
 <li>Dewen Kong</li>
-<li>Dheeraj Turaga</li>
+<li>Sriraj Dheeraj Turaga</li>
 <li>Diogo Rodrigues</li>
 <li>Dmitry Astankov</li>
 <li>Dmitry Pustoshilov</li>
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 <li>Wei Lee</li>
 <li>Wojciech Szlachta</li>
 <li>Wonseok Yang</li>
-<li>Yeonguk</li>
+<li>Yeonguk Choo</li>
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 <li>Youngha, Park</li>
 <li>Yuan Li</li>
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b/blog/airflow_summit_2021/index.html
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   <meta property="og:type" content="article">
     <meta property="article:section" content="blog">
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content="2019-12-11T00:00:00+00:00">
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+    <meta property="article:modified_time" content="2025-12-26T22:51:42+02:00">
     <meta property="article:tag" content="Community">
     <meta property="og:image" content="/images/feature-image.png">
 
   <meta itemprop="name" content="New Airflow website">
   <meta itemprop="description" content="We are thrilled about our new 
website!">
   <meta itemprop="datePublished" content="2019-12-11T00:00:00+00:00">
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
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diff --git a/blog/apache-airflow-for-newcomers/index.html 
b/blog/apache-airflow-for-newcomers/index.html
index 03c7bcb2f7..3ead5d3105 100644
--- a/blog/apache-airflow-for-newcomers/index.html
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@@ -32,7 +32,7 @@ Authoring Workflow in Apache Airflow. Airflow makes it easy 
to author workflows
   <meta property="og:type" content="article">
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content="2020-08-17T00:00:00+00:00">
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@@ -40,7 +40,7 @@ Authoring Workflow in Apache Airflow. Airflow makes it easy 
to author workflows
   <meta itemprop="description" content="Apache Airflow is a platform to 
programmatically author, schedule, and monitor workflows. A workflow is a 
sequence of tasks that processes a set of data. You can think of workflow as 
the path that describes how tasks go from being undone to done. Scheduling, on 
the other hand, is the process of planning, controlling, and optimizing when a 
particular task should be done.
 Authoring Workflow in Apache Airflow. Airflow makes it easy to author 
workflows using python scripts. A Directed Acyclic Graph (DAG) represents a 
workflow in Airflow. It is a collection of tasks in a way that shows each 
task’s relationships and dependencies. You can have as many DAGs as you want, 
and Airflow will execute them according to the task’s relationships and 
dependencies. If task B depends on the successful execution of another task A, 
it means Airflow will run task A and only r [...]
   <meta itemprop="datePublished" content="2020-08-17T00:00:00+00:00">
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diff --git 
a/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/index.html
 
b/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/index.html
index cfa1f6874a..30c90f43fd 100644
--- 
a/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/index.html
+++ 
b/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/index.html
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   <meta itemprop="name" content="ApacheCon Europe 2019 — Thoughts and Insights 
by Airflow Committers">
   <meta itemprop="description" content="Here come some thoughts by Airflow 
committers and contributors from the ApacheCon Europe 2019. Get to know the ASF 
community!">
   <meta itemprop="datePublished" content="2019-11-22T00:00:00+00:00">
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
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diff --git a/blog/documenting-using-local-development-environments/index.html 
b/blog/documenting-using-local-development-environments/index.html
index e1d205d31f..448c99b7ee 100644
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   <meta itemprop="name" content="Documenting using local development 
environment">
   <meta itemprop="description" content="The story behind documenting local 
development environment of Apache Airflow">
   <meta itemprop="datePublished" content="2019-11-22T00:00:00+00:00">
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diff --git 
a/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/index.html 
b/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/index.html
index d1d76e7c1d..c5bd01c65f 100644
--- 
a/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/index.html
+++ 
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@@ -32,7 +32,7 @@ About Me I have been writing tech articles on medium as well 
as my blog for the
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content="2019-12-20T00:00:00+00:00">
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@@ -40,7 +40,7 @@ About Me I have been writing tech articles on medium as well 
as my blog for the
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process felt a lot like GSoC except that this was about documentation.
 About Me I have been writing tech articles on medium as well as my blog for 
the past 1.5 years. Blogging helps me test my understanding of the concepts as 
untangling the toughest of ideas in simple sentences requires a considerable 
time investment.">
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diff --git a/blog/experience-with-airflow-as-an-outreachy-intern/index.html 
b/blog/experience-with-airflow-as-an-outreachy-intern/index.html
index a56438d4b9..3bc597e327 100644
--- a/blog/experience-with-airflow-as-an-outreachy-intern/index.html
+++ b/blog/experience-with-airflow-as-an-outreachy-intern/index.html
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project under an or
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content="2020-08-30T00:00:00+00:00">
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@@ -40,7 +40,7 @@ Contribution Period The first thing I had to do was choose a 
project under an or
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three months paid internships with FOSS projects for people who are typically 
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 Contribution Period The first thing I had to do was choose a project under an 
organisation. After going through all the projects I chose “Extending the REST 
API of Apache Airflow”, because I had a good idea of what REST API(s) are, so I 
thought it would be easier to get started with the contributions. The next step 
was to set up Airflow’s dev environment which thanks to Breeze, was a breeze. 
Since I had never contributed to FOSS before so this part was overwhelming but 
there were plenty  [...]
   <meta itemprop="datePublished" content="2020-08-30T00:00:00+00:00">
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diff --git a/blog/fab-oid-vulnerability/index.html 
b/blog/fab-oid-vulnerability/index.html
index c74b9381a2..a6ffe18f87 100644
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     <meta property="article:tag" content="Vulnerabilities">
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   <meta itemprop="name" content="Vulnerability in long deprecated OpenID 
authentication method in Flask AppBuilder">
   <meta itemprop="description" content="Advising users who still use a 
long-deprecated OpenID authentication method in Flask AppBuilder to upgrade to 
Apache Airflow 2.8.2">
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diff --git a/blog/implementing-stable-api-for-apache-airflow/index.html 
b/blog/implementing-stable-api-for-apache-airflow/index.html
index 5e6dfb08f4..7c8a0eda26 100644
--- a/blog/implementing-stable-api-for-apache-airflow/index.html
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diff --git a/blog/introducing_setup_teardown/index.html 
b/blog/introducing_setup_teardown/index.html
index 6654237c0d..501387cdcd 100644
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   <meta itemprop="name" content="Introducing Setup and Teardown tasks">
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diff --git a/blog/its-a-breeze-to-develop-apache-airflow/index.html 
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index f89c1859f0..173a9ab290 100644
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   <meta itemprop="name" content="It&#39;s a &#34;Breeze&#34; to develop Apache 
Airflow">
   <meta itemprop="description" content="A Principal Software Engineer&#39;s 
journey to developer productivity. Learn how Jarek and his team sped up and 
simplified Airflow development for the community.">
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b/blog/tags/airflow-summit/index.html
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diff --git a/blog/tags/airflow-summit/index.xml 
b/blog/tags/airflow-summit/index.xml
index 35079247d1..bb077ff2b4 100644
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Airflow</description>
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diff --git a/blog/tags/community/index.xml b/blog/tags/community/index.xml
index 83f6535ec0..10fabf459d 100644
--- a/blog/tags/community/index.xml
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@@ -6,7 +6,7 @@
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     <generator>Hugo</generator>
     <language>en</language>
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diff --git a/blog/tags/development/index.xml b/blog/tags/development/index.xml
index 17a7c3178c..72d5093c48 100644
--- a/blog/tags/development/index.xml
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@@ -6,7 +6,7 @@
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     <generator>Hugo</generator>
     <language>en</language>
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b/blog/tags/documentation/index.html
index 2403d72157..aa8825cde6 100644
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b/blog/tags/documentation/index.xml
index 284ac12455..2f8fee78ee 100644
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Airflow</description>
     <generator>Hugo</generator>
     <language>en</language>
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Airflow</title>
diff --git a/blog/tags/release/index.html b/blog/tags/release/index.html
index 53206938bd..69c095678b 100644
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diff --git a/blog/tags/release/index.xml b/blog/tags/release/index.xml
index 4bc81bb976..ba9f40660d 100644
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     <generator>Hugo</generator>
     <language>en</language>
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       <title>Apache Airflow CTL aka airflowctl 0.1.0</title>
diff --git a/blog/tags/rest-api/index.html b/blog/tags/rest-api/index.html
index 8c13dc2132..43dda852f7 100644
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+++ b/blog/tags/rest-api/index.html
@@ -35,7 +35,7 @@
   <meta itemprop="name" content="REST API">
   <meta itemprop="description" content="Platform created by the community to 
programmatically author, schedule and monitor workflows.">
   <meta itemprop="datePublished" content="2020-07-19T00:00:00+00:00">
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
   <meta itemprop="image" content="/images/feature-image.png">
 
 
diff --git a/blog/tags/rest-api/index.xml b/blog/tags/rest-api/index.xml
index 896f67ed9b..f84f084ee1 100644
--- a/blog/tags/rest-api/index.xml
+++ b/blog/tags/rest-api/index.xml
@@ -6,7 +6,7 @@
     <description>Recent content in REST API on Apache Airflow</description>
     <generator>Hugo</generator>
     <language>en</language>
-    <lastBuildDate>Fri, 19 Dec 2025 15:40:37 +0000</lastBuildDate>
+    <lastBuildDate>Fri, 26 Dec 2025 22:51:42 +0200</lastBuildDate>
     <atom:link href="/blog/tags/rest-api/index.xml" rel="self" 
type="application/rss+xml" />
     <item>
       <title>Implementing Stable API for Apache Airflow</title>
diff --git a/blog/tags/survey/index.html b/blog/tags/survey/index.html
index cb9bd977ca..0210b534bd 100644
--- a/blog/tags/survey/index.html
+++ b/blog/tags/survey/index.html
@@ -35,7 +35,7 @@
   <meta itemprop="name" content="Survey">
   <meta itemprop="description" content="Platform created by the community to 
programmatically author, schedule and monitor workflows.">
   <meta itemprop="datePublished" content="2025-02-27T00:00:00+00:00">
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
   <meta itemprop="image" content="/images/feature-image.png">
 
 
diff --git a/blog/tags/survey/index.xml b/blog/tags/survey/index.xml
index 503bbe4cc8..7536241c94 100644
--- a/blog/tags/survey/index.xml
+++ b/blog/tags/survey/index.xml
@@ -6,7 +6,7 @@
     <description>Recent content in Survey on Apache Airflow</description>
     <generator>Hugo</generator>
     <language>en</language>
-    <lastBuildDate>Fri, 19 Dec 2025 15:40:37 +0000</lastBuildDate>
+    <lastBuildDate>Fri, 26 Dec 2025 22:51:42 +0200</lastBuildDate>
     <atom:link href="/blog/tags/survey/index.xml" rel="self" 
type="application/rss+xml" />
     <item>
       <title>Airflow Survey 2024</title>
diff --git a/blog/tags/users/index.html b/blog/tags/users/index.html
index 0d9ad192d4..eed2bb88af 100644
--- a/blog/tags/users/index.html
+++ b/blog/tags/users/index.html
@@ -35,7 +35,7 @@
   <meta itemprop="name" content="Users">
   <meta itemprop="description" content="Platform created by the community to 
programmatically author, schedule and monitor workflows.">
   <meta itemprop="datePublished" content="2025-02-27T00:00:00+00:00">
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
   <meta itemprop="image" content="/images/feature-image.png">
 
 
diff --git a/blog/tags/users/index.xml b/blog/tags/users/index.xml
index 8169f9f055..04afe82ee0 100644
--- a/blog/tags/users/index.xml
+++ b/blog/tags/users/index.xml
@@ -6,7 +6,7 @@
     <description>Recent content in Users on Apache Airflow</description>
     <generator>Hugo</generator>
     <language>en</language>
-    <lastBuildDate>Fri, 19 Dec 2025 15:40:37 +0000</lastBuildDate>
+    <lastBuildDate>Fri, 26 Dec 2025 22:51:42 +0200</lastBuildDate>
     <atom:link href="/blog/tags/users/index.xml" rel="self" 
type="application/rss+xml" />
     <item>
       <title>Airflow Survey 2024</title>
diff --git a/blog/tags/vulnerabilities/index.html 
b/blog/tags/vulnerabilities/index.html
index d08e6bc8f7..b05fa2c5fc 100644
--- a/blog/tags/vulnerabilities/index.html
+++ b/blog/tags/vulnerabilities/index.html
@@ -35,7 +35,7 @@
   <meta itemprop="name" content="Vulnerabilities">
   <meta itemprop="description" content="Platform created by the community to 
programmatically author, schedule and monitor workflows.">
   <meta itemprop="datePublished" content="2024-02-26T00:00:00+00:00">
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
   <meta itemprop="image" content="/images/feature-image.png">
 
 
diff --git a/blog/tags/vulnerabilities/index.xml 
b/blog/tags/vulnerabilities/index.xml
index 7bd5d89760..0261db1ebe 100644
--- a/blog/tags/vulnerabilities/index.xml
+++ b/blog/tags/vulnerabilities/index.xml
@@ -6,7 +6,7 @@
     <description>Recent content in Vulnerabilities on Apache 
Airflow</description>
     <generator>Hugo</generator>
     <language>en</language>
-    <lastBuildDate>Fri, 19 Dec 2025 15:40:37 +0000</lastBuildDate>
+    <lastBuildDate>Fri, 26 Dec 2025 22:51:42 +0200</lastBuildDate>
     <atom:link href="/blog/tags/vulnerabilities/index.xml" rel="self" 
type="application/rss+xml" />
     <item>
       <title>Vulnerability in long deprecated OpenID authentication method in 
Flask AppBuilder</title>
diff --git a/code-of-conduct/index.html b/code-of-conduct/index.html
index 04d45dcc85..e6ff10eeaf 100644
--- a/code-of-conduct/index.html
+++ b/code-of-conduct/index.html
@@ -36,7 +36,7 @@ Airflow Slack Guidelines Airflow Slack abides by The Apache 
Foundation’s Code
   <meta itemprop="name" content="Code of Conduct">
   <meta itemprop="description" content="Community Code of Conduct All Airflow 
Community groups abide by The Apache Software Foundation’s (ASF) Code of 
Conduct . Below, please find a breakdown of how that code applies to Airflow 
Slack and in-person Meetups
 Airflow Slack Guidelines Airflow Slack abides by The Apache Foundation’s Code 
of Conduct . In addition to those primary guidelines, these policies are 
specifically for Airflow Slack. The Airflow Slack community contains 
40,000&#43; members and continues to grow. Because this community is run by the 
very practitioners who build in Airflow daily, our members feel a sense of 
camaraderie, ownership, and comfortability here.  ">
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
   <meta itemprop="wordCount" content="1576">
   <meta itemprop="image" content="/images/feature-image.png">
 
diff --git a/community/index.html b/community/index.html
index 7129366266..9404432a52 100644
--- a/community/index.html
+++ b/community/index.html
@@ -34,7 +34,7 @@
 
   <meta itemprop="name" content="Community">
   <meta itemprop="description" content="Want to contribute? Join the Dev list 
The Dev list is the preferred channel for announcements, proposals and votes. 
Manage your subscription:">
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
   <meta itemprop="wordCount" content="560">
   <meta itemprop="image" content="/images/feature-image.png">
 
@@ -1826,6 +1826,35 @@
                                 
 
 
+<div class="card">
+    <div class="box-event">
+        <img src="/external/profiles/shahar1.png" alt="Committer Shahar 
Epstein" class="avatar"/>
+        <p class="box-event__committer--nick">@shahar1</p>
+        <p class="bodytext__medium--brownish-grey">Shahar Epstein</p>
+        <div class="box-event__committer--social-media-container">
+            
+                
+                
+                    <a href="https://github.com/shahar1"; 
class="box-event__committer--social-media-icon">
+                        <svg xmlns="http://www.w3.org/2000/svg"; width="30.76" 
height="30">
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+</svg>
+
+                    </a>
+                
+            
+            
+        </div>
+    </div>
+</div>
+
+                            </div>
+                            
+                            <div class="list-item">
+                                
+
+
 <div class="card">
     <div class="box-event">
         <img src="/external/profiles/r39132.png" alt="Committer Siddharth 
Anand" class="avatar"/>
@@ -2215,6 +2244,64 @@
                                 
 
 
+<div class="card">
+    <div class="box-event">
+        <img src="/external/profiles/dabla.png" alt="Committer David Blain" 
class="avatar"/>
+        <p class="box-event__committer--nick">@dabla</p>
+        <p class="bodytext__medium--brownish-grey">David Blain</p>
+        <div class="box-event__committer--social-media-container">
+            
+                
+                
+                    <a href="https://github.com/dabla"; 
class="box-event__committer--social-media-icon">
+                        <svg xmlns="http://www.w3.org/2000/svg"; width="30.76" 
height="30">
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+          data-name="Path 224" fill="#51504f" fill-rule="evenodd"/>
+</svg>
+
+                    </a>
+                
+            
+            
+        </div>
+    </div>
+</div>
+
+                            </div>
+                            
+                            <div class="list-item">
+                                
+
+
+<div class="card">
+    <div class="box-event">
+        <img src="/external/profiles/dheerajturaga.png" alt="Committer Sriraj 
Dheeraj Turaga" class="avatar"/>
+        <p class="box-event__committer--nick">@dheerajturaga</p>
+        <p class="bodytext__medium--brownish-grey">Sriraj Dheeraj Turaga</p>
+        <div class="box-event__committer--social-media-container">
+            
+                
+                
+                    <a href="https://github.com/dheerajturaga"; 
class="box-event__committer--social-media-icon">
+                        <svg xmlns="http://www.w3.org/2000/svg"; width="30.76" 
height="30">
+    <path d="M15.379 0a15.381 15.381 0 00-4.86 29.974c.769.141 1.05-.334 
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+          data-name="Path 224" fill="#51504f" fill-rule="evenodd"/>
+</svg>
+
+                    </a>
+                
+            
+            
+        </div>
+    </div>
+</div>
+
+                            </div>
+                            
+                            <div class="list-item">
+                                
+
+
 <div class="card">
     <div class="box-event">
         <img src="/external/profiles/ferruzzi.png" alt="Committer Dennis 
Ferruzzi" class="avatar"/>
@@ -3000,14 +3087,14 @@
 
 <div class="card">
     <div class="box-event">
-        <img src="/external/profiles/shahar1.png" alt="Committer Shahar 
Epstein" class="avatar"/>
-        <p class="box-event__committer--nick">@shahar1</p>
-        <p class="bodytext__medium--brownish-grey">Shahar Epstein</p>
+        <img src="/external/profiles/shubhamraj-git.png" alt="Committer 
Shubham Raj" class="avatar"/>
+        <p class="box-event__committer--nick">@shubhamraj-git</p>
+        <p class="bodytext__medium--brownish-grey">Shubham Raj</p>
         <div class="box-event__committer--social-media-container">
             
                 
                 
-                    <a href="https://github.com/shahar1"; 
class="box-event__committer--social-media-icon">
+                    <a href="https://github.com/shubhamraj-git"; 
class="box-event__committer--social-media-icon">
                         <svg xmlns="http://www.w3.org/2000/svg"; width="30.76" 
height="30">
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@@ -3029,14 +3116,14 @@
 
 <div class="card">
     <div class="box-event">
-        <img src="/external/profiles/shubhamraj-git.png" alt="Committer 
Shubham Raj" class="avatar"/>
-        <p class="box-event__committer--nick">@shubhamraj-git</p>
-        <p class="bodytext__medium--brownish-grey">Shubham Raj</p>
+        <img src="/external/profiles/utkarsharma2.png" alt="Committer Utkarsh 
Sharma" class="avatar"/>
+        <p class="box-event__committer--nick">@utkarsharma2</p>
+        <p class="bodytext__medium--brownish-grey">Utkarsh Sharma</p>
         <div class="box-event__committer--social-media-container">
             
                 
                 
-                    <a href="https://github.com/shubhamraj-git"; 
class="box-event__committer--social-media-icon">
+                    <a href="https://github.com/utkarsharma2"; 
class="box-event__committer--social-media-icon">
                         <svg xmlns="http://www.w3.org/2000/svg"; width="30.76" 
height="30">
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@@ -3058,14 +3145,14 @@
 
 <div class="card">
     <div class="box-event">
-        <img src="/external/profiles/utkarsharma2.png" alt="Committer Utkarsh 
Sharma" class="avatar"/>
-        <p class="box-event__committer--nick">@utkarsharma2</p>
-        <p class="bodytext__medium--brownish-grey">Utkarsh Sharma</p>
+        <img src="/external/profiles/xinbinhuang.png" alt="Committer Xinbin 
Huang" class="avatar"/>
+        <p class="box-event__committer--nick">@xinbinhuang</p>
+        <p class="bodytext__medium--brownish-grey">Xinbin Huang</p>
         <div class="box-event__committer--social-media-container">
             
                 
                 
-                    <a href="https://github.com/utkarsharma2"; 
class="box-event__committer--social-media-icon">
+                    <a href="https://github.com/xinbinhuang"; 
class="box-event__committer--social-media-icon">
                         <svg xmlns="http://www.w3.org/2000/svg"; width="30.76" 
height="30">
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@@ -3087,14 +3174,14 @@
 
 <div class="card">
     <div class="box-event">
-        <img src="/external/profiles/xinbinhuang.png" alt="Committer Xinbin 
Huang" class="avatar"/>
-        <p class="box-event__committer--nick">@xinbinhuang</p>
-        <p class="bodytext__medium--brownish-grey">Xinbin Huang</p>
+        <img src="/external/profiles/choo121600.png" alt="Committer Yeonguk 
Choo" class="avatar"/>
+        <p class="box-event__committer--nick">@choo121600</p>
+        <p class="bodytext__medium--brownish-grey">Yeonguk Choo</p>
         <div class="box-event__committer--social-media-container">
             
                 
                 
-                    <a href="https://github.com/xinbinhuang"; 
class="box-event__committer--social-media-icon">
+                    <a href="https://github.com/choo121600"; 
class="box-event__committer--social-media-icon">
                         <svg xmlns="http://www.w3.org/2000/svg"; width="30.76" 
height="30">
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@@ -4446,6 +4533,35 @@
                     
 
 
+<div class="card">
+    <div class="box-event">
+        <img src="/external/profiles/shahar1.png" alt="Committer Shahar 
Epstein" class="avatar"/>
+        <p class="box-event__committer--nick">@shahar1</p>
+        <p class="bodytext__medium--brownish-grey">Shahar Epstein</p>
+        <div class="box-event__committer--social-media-container">
+            
+                
+                
+                    <a href="https://github.com/shahar1"; 
class="box-event__committer--social-media-icon">
+                        <svg xmlns="http://www.w3.org/2000/svg"; width="30.76" 
height="30">
+    <path d="M15.379 0a15.381 15.381 0 00-4.86 29.974c.769.141 1.05-.334 
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+          data-name="Path 224" fill="#51504f" fill-rule="evenodd"/>
+</svg>
+
+                    </a>
+                
+            
+            
+        </div>
+    </div>
+</div>
+
+                </div>
+                
+                <div class="list-item">
+                    
+
+
 <div class="card">
     <div class="box-event">
         <img src="/external/profiles/r39132.png" alt="Committer Siddharth 
Anand" class="avatar"/>
@@ -4835,6 +4951,64 @@
                     
 
 
+<div class="card">
+    <div class="box-event">
+        <img src="/external/profiles/dabla.png" alt="Committer David Blain" 
class="avatar"/>
+        <p class="box-event__committer--nick">@dabla</p>
+        <p class="bodytext__medium--brownish-grey">David Blain</p>
+        <div class="box-event__committer--social-media-container">
+            
+                
+                
+                    <a href="https://github.com/dabla"; 
class="box-event__committer--social-media-icon">
+                        <svg xmlns="http://www.w3.org/2000/svg"; width="30.76" 
height="30">
+    <path d="M15.379 0a15.381 15.381 0 00-4.86 29.974c.769.141 1.05-.334 
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+          data-name="Path 224" fill="#51504f" fill-rule="evenodd"/>
+</svg>
+
+                    </a>
+                
+            
+            
+        </div>
+    </div>
+</div>
+
+                </div>
+                
+                <div class="list-item">
+                    
+
+
+<div class="card">
+    <div class="box-event">
+        <img src="/external/profiles/dheerajturaga.png" alt="Committer Sriraj 
Dheeraj Turaga" class="avatar"/>
+        <p class="box-event__committer--nick">@dheerajturaga</p>
+        <p class="bodytext__medium--brownish-grey">Sriraj Dheeraj Turaga</p>
+        <div class="box-event__committer--social-media-container">
+            
+                
+                
+                    <a href="https://github.com/dheerajturaga"; 
class="box-event__committer--social-media-icon">
+                        <svg xmlns="http://www.w3.org/2000/svg"; width="30.76" 
height="30">
+    <path d="M15.379 0a15.381 15.381 0 00-4.86 29.974c.769.141 1.05-.334 
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4.225-1.577 4.225-1.577a5.523 5.523 0 01.153 4.07 5.937 5.937 0 [...]
+          data-name="Path 224" fill="#51504f" fill-rule="evenodd"/>
+</svg>
+
+                    </a>
+                
+            
+            
+        </div>
+    </div>
+</div>
+
+                </div>
+                
+                <div class="list-item">
+                    
+
+
 <div class="card">
     <div class="box-event">
         <img src="/external/profiles/ferruzzi.png" alt="Committer Dennis 
Ferruzzi" class="avatar"/>
@@ -5620,14 +5794,14 @@
 
 <div class="card">
     <div class="box-event">
-        <img src="/external/profiles/shahar1.png" alt="Committer Shahar 
Epstein" class="avatar"/>
-        <p class="box-event__committer--nick">@shahar1</p>
-        <p class="bodytext__medium--brownish-grey">Shahar Epstein</p>
+        <img src="/external/profiles/shubhamraj-git.png" alt="Committer 
Shubham Raj" class="avatar"/>
+        <p class="box-event__committer--nick">@shubhamraj-git</p>
+        <p class="bodytext__medium--brownish-grey">Shubham Raj</p>
         <div class="box-event__committer--social-media-container">
             
                 
                 
-                    <a href="https://github.com/shahar1"; 
class="box-event__committer--social-media-icon">
+                    <a href="https://github.com/shubhamraj-git"; 
class="box-event__committer--social-media-icon">
                         <svg xmlns="http://www.w3.org/2000/svg"; width="30.76" 
height="30">
     <path d="M15.379 0a15.381 15.381 0 00-4.86 29.974c.769.141 1.05-.334 
1.05-.741 0-.365-.013-1.332-.021-2.616-4.278.929-5.181-2.062-5.181-2.062a4.071 
4.071 0 00-1.708-2.25c-1.4-.954.106-.935.106-.935a3.231 3.231 0 012.356 1.585 
3.274 3.274 0 004.476 1.278 3.287 3.287 0 
01.976-2.056c-3.415-.388-7.005-1.707-7.005-7.6a5.947 5.947 0 011.583-4.127 5.53 
5.53 0 01.151-4.07s1.291-.413 4.229 1.577a14.577 14.577 0 017.7 0c2.936-1.99 
4.225-1.577 4.225-1.577a5.523 5.523 0 01.153 4.07 5.937 5.937 0 [...]
           data-name="Path 224" fill="#51504f" fill-rule="evenodd"/>
@@ -5649,14 +5823,14 @@
 
 <div class="card">
     <div class="box-event">
-        <img src="/external/profiles/shubhamraj-git.png" alt="Committer 
Shubham Raj" class="avatar"/>
-        <p class="box-event__committer--nick">@shubhamraj-git</p>
-        <p class="bodytext__medium--brownish-grey">Shubham Raj</p>
+        <img src="/external/profiles/utkarsharma2.png" alt="Committer Utkarsh 
Sharma" class="avatar"/>
+        <p class="box-event__committer--nick">@utkarsharma2</p>
+        <p class="bodytext__medium--brownish-grey">Utkarsh Sharma</p>
         <div class="box-event__committer--social-media-container">
             
                 
                 
-                    <a href="https://github.com/shubhamraj-git"; 
class="box-event__committer--social-media-icon">
+                    <a href="https://github.com/utkarsharma2"; 
class="box-event__committer--social-media-icon">
                         <svg xmlns="http://www.w3.org/2000/svg"; width="30.76" 
height="30">
     <path d="M15.379 0a15.381 15.381 0 00-4.86 29.974c.769.141 1.05-.334 
1.05-.741 0-.365-.013-1.332-.021-2.616-4.278.929-5.181-2.062-5.181-2.062a4.071 
4.071 0 00-1.708-2.25c-1.4-.954.106-.935.106-.935a3.231 3.231 0 012.356 1.585 
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01.976-2.056c-3.415-.388-7.005-1.707-7.005-7.6a5.947 5.947 0 011.583-4.127 5.53 
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           data-name="Path 224" fill="#51504f" fill-rule="evenodd"/>
@@ -5678,14 +5852,14 @@
 
 <div class="card">
     <div class="box-event">
-        <img src="/external/profiles/utkarsharma2.png" alt="Committer Utkarsh 
Sharma" class="avatar"/>
-        <p class="box-event__committer--nick">@utkarsharma2</p>
-        <p class="bodytext__medium--brownish-grey">Utkarsh Sharma</p>
+        <img src="/external/profiles/xinbinhuang.png" alt="Committer Xinbin 
Huang" class="avatar"/>
+        <p class="box-event__committer--nick">@xinbinhuang</p>
+        <p class="bodytext__medium--brownish-grey">Xinbin Huang</p>
         <div class="box-event__committer--social-media-container">
             
                 
                 
-                    <a href="https://github.com/utkarsharma2"; 
class="box-event__committer--social-media-icon">
+                    <a href="https://github.com/xinbinhuang"; 
class="box-event__committer--social-media-icon">
                         <svg xmlns="http://www.w3.org/2000/svg"; width="30.76" 
height="30">
     <path d="M15.379 0a15.381 15.381 0 00-4.86 29.974c.769.141 1.05-.334 
1.05-.741 0-.365-.013-1.332-.021-2.616-4.278.929-5.181-2.062-5.181-2.062a4.071 
4.071 0 00-1.708-2.25c-1.4-.954.106-.935.106-.935a3.231 3.231 0 012.356 1.585 
3.274 3.274 0 004.476 1.278 3.287 3.287 0 
01.976-2.056c-3.415-.388-7.005-1.707-7.005-7.6a5.947 5.947 0 011.583-4.127 5.53 
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4.225-1.577 4.225-1.577a5.523 5.523 0 01.153 4.07 5.937 5.937 0 [...]
           data-name="Path 224" fill="#51504f" fill-rule="evenodd"/>
@@ -5707,14 +5881,14 @@
 
 <div class="card">
     <div class="box-event">
-        <img src="/external/profiles/xinbinhuang.png" alt="Committer Xinbin 
Huang" class="avatar"/>
-        <p class="box-event__committer--nick">@xinbinhuang</p>
-        <p class="bodytext__medium--brownish-grey">Xinbin Huang</p>
+        <img src="/external/profiles/choo121600.png" alt="Committer Yeonguk 
Choo" class="avatar"/>
+        <p class="box-event__committer--nick">@choo121600</p>
+        <p class="bodytext__medium--brownish-grey">Yeonguk Choo</p>
         <div class="box-event__committer--social-media-container">
             
                 
                 
-                    <a href="https://github.com/xinbinhuang"; 
class="box-event__committer--social-media-icon">
+                    <a href="https://github.com/choo121600"; 
class="box-event__committer--social-media-icon">
                         <svg xmlns="http://www.w3.org/2000/svg"; width="30.76" 
height="30">
     <path d="M15.379 0a15.381 15.381 0 00-4.86 29.974c.769.141 1.05-.334 
1.05-.741 0-.365-.013-1.332-.021-2.616-4.278.929-5.181-2.062-5.181-2.062a4.071 
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01.976-2.056c-3.415-.388-7.005-1.707-7.005-7.6a5.947 5.947 0 011.583-4.127 5.53 
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4.225-1.577 4.225-1.577a5.523 5.523 0 01.153 4.07 5.937 5.937 0 [...]
           data-name="Path 224" fill="#51504f" fill-rule="evenodd"/>
diff --git a/community/resources/index.html b/community/resources/index.html
index 8aa1905bae..595b58bb0a 100644
--- a/community/resources/index.html
+++ b/community/resources/index.html
@@ -30,12 +30,12 @@
   <meta property="og:locale" content="en">
   <meta property="og:type" content="article">
     <meta property="article:section" content="community">
-    <meta property="article:modified_time" content="2025-12-19T15:40:37+00:00">
+    <meta property="article:modified_time" content="2025-12-26T22:51:42+02:00">
     <meta property="og:image" content="/images/feature-image.png">
 
   <meta itemprop="name" content="Apache Airflow">
   <meta itemprop="description" content="Promo Materials Download official 
Apache Airflow branding materials, including logos and banners, to accurately 
represent and promote the project. Airflow logos Brandbook Drawio Diagrams 
Lucidchart Diagrams Promo stuff Proposed Logo Redesign">
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
   <meta itemprop="wordCount" content="31">
   <meta itemprop="image" content="/images/feature-image.png">
 
diff --git a/docs/index.html b/docs/index.html
index 3ad0993ed4..646dbd2f57 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -36,7 +36,7 @@ Apache Airflow CTL (airflowctl) Apache Airflow CTL 
(airflowctl) is a command-lin
   <meta itemprop="name" content="Documentation">
   <meta itemprop="description" content="Documentation Apache Airflow® Apache 
Airflow Core, which includes webserver, scheduler, CLI and other components 
that are needed for minimal Airflow installation. Read the documentation »
 Apache Airflow CTL (airflowctl) Apache Airflow CTL (airflowctl) is a 
command-line interface (CLI) for Apache Airflow that interacts exclusively with 
the Airflow REST API. It provides a secure, auditable, and consistent way to 
manage Airflow deployments — without direct access to the metadata database. 
Read the documentation »">
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
   <meta itemprop="wordCount" content="586">
   <meta itemprop="image" content="/images/feature-image.png">
 
diff --git a/ecosystem/index.html b/ecosystem/index.html
index 1225f0ec02..091c4cf5c7 100644
--- a/ecosystem/index.html
+++ b/ecosystem/index.html
@@ -36,7 +36,7 @@ If you would you like to be included on this page, please 
reach out to the Apach
   <meta itemprop="name" content="Ecosystem">
   <meta itemprop="description" content=" Ecosystem These resources and 
services are not maintained, nor endorsed by the Apache Airflow® Community and 
Apache Airflow project (maintained by the Committers and the Airflow PMC). Use 
them at your sole discretion. The community does not verify the licences nor 
validity of those tools, so it’s your responsibility to verify them.
 If you would you like to be included on this page, please reach out to the 
Apache Airflow dev or user mailing list and let us know or simply open a Pull 
Request to that page.">
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
   <meta itemprop="wordCount" content="2073">
   <meta itemprop="image" content="/images/feature-image.png">
 
diff --git a/external/profiles/choo121600.png b/external/profiles/choo121600.png
new file mode 100644
index 0000000000..78e4823e3d
Binary files /dev/null and b/external/profiles/choo121600.png differ
diff --git a/external/profiles/criccomini.png b/external/profiles/criccomini.png
index e09d233f8b..1b573acf37 100644
Binary files a/external/profiles/criccomini.png and 
b/external/profiles/criccomini.png differ
diff --git a/external/profiles/dabla.png b/external/profiles/dabla.png
new file mode 100644
index 0000000000..8e565578d1
Binary files /dev/null and b/external/profiles/dabla.png differ
diff --git a/external/profiles/dheerajturaga.png 
b/external/profiles/dheerajturaga.png
new file mode 100644
index 0000000000..b9135ea4d4
Binary files /dev/null and b/external/profiles/dheerajturaga.png differ
diff --git a/index.html b/index.html
index f02941dd17..b50e3f71d2 100644
--- a/index.html
+++ b/index.html
@@ -34,7 +34,7 @@
 
   <meta itemprop="name" content="Home">
   <meta itemprop="description" content="Platform created by the community to 
programmatically author, schedule and monitor workflows.">
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
   <meta itemprop="image" content="/images/feature-image.png">
 
 
diff --git a/meetups/index.html b/meetups/index.html
index 040e908b80..08918da2e5 100644
--- a/meetups/index.html
+++ b/meetups/index.html
@@ -34,7 +34,7 @@
 
   <meta itemprop="name" content="Meetups">
   <meta itemprop="description" content="Platform created by the community to 
programmatically author, schedule and monitor workflows.">
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
   <meta itemprop="image" content="/images/feature-image.png">
 
 
diff --git a/privacy-notice/index.html b/privacy-notice/index.html
index ad5df4266f..f3f2755468 100644
--- a/privacy-notice/index.html
+++ b/privacy-notice/index.html
@@ -34,7 +34,7 @@
 
   <meta itemprop="name" content="Privacy notice">
   <meta itemprop="description" content="Privacy Notice The website follows the 
Privacy Policy of the Apache Software Foundation.">
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
   <meta itemprop="wordCount" content="13">
   <meta itemprop="image" content="/images/feature-image.png">
 
diff --git a/roadmap/index.html b/roadmap/index.html
index 48650fac1b..67d6350dff 100644
--- a/roadmap/index.html
+++ b/roadmap/index.html
@@ -36,7 +36,7 @@
   <meta itemprop="name" content="Roadmap">
   <meta itemprop="description" content="TODO: Roadmap page is temporarily 
hidden. When the content is ready, re-add the page by putting the following 
code in the frontmatter:
 --- title: &#34;Roadmap&#34; linkTitle: &#34;Roadmap&#34; showSideNav: false 
menu: main: weight: 15 --- Primary Heading A One thing to wrap your head around 
(it may not be very intuitive for everyone at first) is that this Airflow 
Python script is really just a configuration file specifying the DAG’s 
structure as code. The actual tasks defined here will run in a different 
context from the context of this script. Different tasks run on different 
workers at different points in time, which  [...]
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
   <meta itemprop="wordCount" content="734">
   <meta itemprop="image" content="/images/feature-image.png">
 
diff --git a/search/index.html b/search/index.html
index 7a70693cf0..5f0f0d24cb 100644
--- a/search/index.html
+++ b/search/index.html
@@ -29,12 +29,12 @@
   <meta property="og:description" content="Platform created by the community 
to programmatically author, schedule and monitor workflows.">
   <meta property="og:locale" content="en">
   <meta property="og:type" content="article">
-    <meta property="article:modified_time" content="2025-12-19T15:40:37+00:00">
+    <meta property="article:modified_time" content="2025-12-26T22:51:42+02:00">
     <meta property="og:image" content="/images/feature-image.png">
 
   <meta itemprop="name" content="Search Results">
   <meta itemprop="description" content="Platform created by the community to 
programmatically author, schedule and monitor workflows.">
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
   <meta itemprop="image" content="/images/feature-image.png">
 
 
diff --git a/sitemap.xml b/sitemap.xml
index f45f37adfb..67d6d94c45 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -3,233 +3,233 @@
   xmlns:xhtml="http://www.w3.org/1999/xhtml";>
   <url>
     <loc>/docs/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
+    <lastmod>2025-12-26T22:51:42+02:00</lastmod>
   </url><url>
     <loc>/blog/airflowctl-0.1.0/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
+    <lastmod>2025-12-26T22:51:42+02:00</lastmod>
   </url><url>
     <loc>/blog/tags/release/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
+    <lastmod>2025-12-26T22:51:42+02:00</lastmod>
   </url><url>
     <loc>/tags/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
+    <lastmod>2025-12-26T22:51:42+02:00</lastmod>
   </url><url>
     <loc>/blog/airflow-3.1.0/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
+    <lastmod>2025-12-26T22:51:42+02:00</lastmod>
   </url><url>
     <loc>/blog/airflow-three-point-oh-is-here/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
+    <lastmod>2025-12-26T22:51:42+02:00</lastmod>
   </url><url>
     <loc>/blog/airflow-survey-2024/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
+    <lastmod>2025-12-26T22:51:42+02:00</lastmod>
   </url><url>
     <loc>/blog/tags/community/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
+    <lastmod>2025-12-26T22:51:42+02:00</lastmod>
   </url><url>
     <loc>/blog/tags/survey/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
+    <lastmod>2025-12-26T22:51:42+02:00</lastmod>
   </url><url>
     <loc>/blog/tags/users/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
+    <lastmod>2025-12-26T22:51:42+02:00</lastmod>
   </url><url>
     <loc>/blog/airflow-2.10.0/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
+    <lastmod>2025-12-26T22:51:42+02:00</lastmod>
   </url><url>
     <loc>/blog/airflow-2.9.0/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
+    <lastmod>2025-12-26T22:51:42+02:00</lastmod>
   </url><url>
     <loc>/blog/tags/vulnerabilities/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
+    <lastmod>2025-12-26T22:51:42+02:00</lastmod>
   </url><url>
     <loc>/blog/fab-oid-vulnerability/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
+    <lastmod>2025-12-26T22:51:42+02:00</lastmod>
   </url><url>
     <loc>/blog/airflow-2.8.0/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
+    <lastmod>2025-12-26T22:51:42+02:00</lastmod>
   </url><url>
     <loc>/blog/airflow-survey-2023/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
+    <lastmod>2025-12-26T22:51:42+02:00</lastmod>
   </url><url>
     <loc>/blog/airflow-2.7.0/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
+    <lastmod>2025-12-26T22:51:42+02:00</lastmod>
   </url><url>
     <loc>/blog/introducing_setup_teardown/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
+    <lastmod>2025-12-26T22:51:42+02:00</lastmod>
   </url><url>
     <loc>/blog/airflow-2.6.0/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
+    <lastmod>2025-12-26T22:51:42+02:00</lastmod>
   </url><url>
     <loc>/blog/airflow-2.5.0/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/blog/airflow-2.4.0/</loc>
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   </url><url>
     <loc>/blog/airflow-survey-2022/</loc>
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     <loc>/blog/airflow_summit_2022/</loc>
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   </url><url>
     <loc>/blog/airflow-2.3.0/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/blog/airflow-2.2.0/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/blog/airflow_summit_2021/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/blog/airflow-survey-2020/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
+    <lastmod>2025-12-26T22:51:42+02:00</lastmod>
   </url><url>
     <loc>/blog/airflow-two-point-oh-is-here/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/blog/experience-with-airflow-as-an-outreachy-intern/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/blog/airflow-1.10.12/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/blog/apache-airflow-for-newcomers/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/blog/implementing-stable-api-for-apache-airflow/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/blog/tags/rest-api/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/blog/airflow-1.10.10/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/blog/airflow-1.10.8-1.10.9/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/blog/tags/documentation/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     
<loc>/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/blog/airflow-survey/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/blog/announcing-new-website/</loc>
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   </url><url>
     
<loc>/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/blog/tags/development/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/blog/documenting-using-local-development-environments/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/blog/its-a-breeze-to-develop-apache-airflow/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
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-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/survey/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/use-cases/adjoe/</loc>
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   </url><url>
     <loc>/use-cases/adobe/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
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-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/use-cases/big-fish-games/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
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-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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     <loc>/blog/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
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-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
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   </url><url>
     <loc>/code-of-conduct/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/community/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/use-cases/dish/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/ecosystem/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/use-cases/etl_analytics/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/use-cases/experity/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/use-cases/infrastructure-management/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/meetups/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/use-cases/mlops/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/use-cases/onefootball/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
+    <lastmod>2025-12-26T22:51:42+02:00</lastmod>
   </url><url>
     <loc>/use-cases/plarium-krasnodar/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/privacy-notice/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/use-cases/suse/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/roadmap/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/search/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/use-cases/seniorlink/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
+    <lastmod>2025-12-26T22:51:42+02:00</lastmod>
   </url><url>
     <loc>/use-cases/sift/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
+    <lastmod>2025-12-26T22:51:42+02:00</lastmod>
   </url><url>
     <loc>/use-cases/snapp/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
+    <lastmod>2025-12-26T22:51:42+02:00</lastmod>
   </url><url>
     <loc>/blocktype/testimonial/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
+    <lastmod>2025-12-26T22:51:42+02:00</lastmod>
   </url><url>
     <loc>/use-cases/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
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   </url><url>
     <loc>/blocktype/use-case/</loc>
-    <lastmod>2025-12-19T15:40:37+00:00</lastmod>
+    <lastmod>2025-12-26T22:51:42+02:00</lastmod>
   </url>
 </urlset>
diff --git a/survey/index.html b/survey/index.html
index 9ce187de16..77d42989f8 100644
--- a/survey/index.html
+++ b/survey/index.html
@@ -34,7 +34,7 @@
 
   <meta itemprop="name" content="Apache Airflow">
   <meta itemprop="description" content="&lt;!DOCTYPE html&gt; Redirecting... 
If you are not redirected automatically, please click here.">
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
   <meta itemprop="wordCount" content="12">
   <meta itemprop="image" content="/images/feature-image.png">
 
diff --git a/tags/index.html b/tags/index.html
index 8b08662b0e..e8d90280dc 100644
--- a/tags/index.html
+++ b/tags/index.html
@@ -35,7 +35,7 @@
   <meta itemprop="name" content="Tags">
   <meta itemprop="description" content="Platform created by the community to 
programmatically author, schedule and monitor workflows.">
   <meta itemprop="datePublished" content="2025-10-15T00:00:00+00:00">
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
   <meta itemprop="image" content="/images/feature-image.png">
 
 
diff --git a/tags/index.xml b/tags/index.xml
index d801001225..f63af3c4f9 100644
--- a/tags/index.xml
+++ b/tags/index.xml
@@ -6,7 +6,7 @@
     <description>Recent content in Tags on Apache Airflow</description>
     <generator>Hugo</generator>
     <language>en</language>
-    <lastBuildDate>Fri, 19 Dec 2025 15:40:37 +0000</lastBuildDate>
+    <lastBuildDate>Fri, 26 Dec 2025 22:51:42 +0200</lastBuildDate>
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     <item>
       <title>Release</title>
diff --git a/use-cases/adjoe/index.html b/use-cases/adjoe/index.html
index 43989aaaad..a90d3a293d 100644
--- a/use-cases/adjoe/index.html
+++ b/use-cases/adjoe/index.html
@@ -31,13 +31,13 @@ How did Apache Airflow help to solve this problem? With the 
creation of a new AW
   <meta property="og:locale" content="en">
   <meta property="og:type" content="article">
     <meta property="article:section" content="use-cases">
-    <meta property="article:modified_time" content="2025-12-19T15:40:37+00:00">
+    <meta property="article:modified_time" content="2025-12-26T22:51:42+02:00">
     <meta property="og:image" content="/images/feature-image.png">
 
   <meta itemprop="name" content="adjoe">
   <meta itemprop="description" content="What was the problem? Before adopting 
Airflow at adjoe, we handled job scheduling in two main ways: by setting up 
Kubernetes cronjobs or building AWS Lambda functions. While both approaches had 
their benefits, they also came with limitations, especially when it came to 
managing more complex workloads. As our data science teams needs evolved, it 
became clear that we needed a more robust and flexible orchestration tool.
 How did Apache Airflow help to solve this problem? With the creation of a new 
AWS environment for the data science teams, we introduced Airflow on Kubernetes 
as our primary orchestration solution, addressing both stability and 
scalability requirements.">
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
   <meta itemprop="wordCount" content="258">
   <meta itemprop="image" content="/images/feature-image.png">
   <meta itemprop="keywords" content="Testimonial">
diff --git a/use-cases/adobe/index.html b/use-cases/adobe/index.html
index e135006200..881099c3dd 100644
--- a/use-cases/adobe/index.html
+++ b/use-cases/adobe/index.html
@@ -30,12 +30,12 @@
   <meta property="og:locale" content="en">
   <meta property="og:type" content="article">
     <meta property="article:section" content="use-cases">
-    <meta property="article:modified_time" content="2025-12-19T15:40:37+00:00">
+    <meta property="article:modified_time" content="2025-12-26T22:51:42+02:00">
     <meta property="og:image" content="/images/feature-image.png">
 
   <meta itemprop="name" content="Adobe">
   <meta itemprop="description" content="What was the problem? Modern big data 
platforms need sophisticated data pipelines connecting to many backend services 
enabling complex workflows. These workflows need to be deployed, monitored, and 
run either on regular schedules or triggered by external events. Adobe 
Experience Platform component services architected and built an orchestration 
service to enable their users to author, schedule, and monitor complex 
hierarchical (including sequential [...]
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
   <meta itemprop="wordCount" content="251">
   <meta itemprop="image" content="/images/feature-image.png">
   <meta itemprop="keywords" content="Testimonial">
diff --git a/use-cases/adyen/index.html b/use-cases/adyen/index.html
index 4634b63be5..28b52d62be 100644
--- a/use-cases/adyen/index.html
+++ b/use-cases/adyen/index.html
@@ -30,12 +30,12 @@
   <meta property="og:locale" content="en">
   <meta property="og:type" content="article">
     <meta property="article:section" content="use-cases">
-    <meta property="article:modified_time" content="2025-12-19T15:40:37+00:00">
+    <meta property="article:modified_time" content="2025-12-26T22:51:42+02:00">
     <meta property="og:image" content="/images/feature-image.png">
 
   <meta itemprop="name" content="Adyen">
   <meta itemprop="description" content="What was the problem? Many years ago 
we started out with our own orchestration framework. Due to all the required 
custom functionality it made sense at the time. However, quickly we realized 
creating an orchestration tool is not to be underestimated. With the quickly 
increasing number of users and teams, time spent on fixing issues increased, 
severely limiting development speed. Furthermore, due to it not being open 
source, we constantly had to mak [...]
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
   <meta itemprop="wordCount" content="405">
   <meta itemprop="image" content="/images/feature-image.png">
   <meta itemprop="keywords" content="Testimonial">
diff --git a/use-cases/big-fish-games/index.html 
b/use-cases/big-fish-games/index.html
index 3e7275b024..36ac229677 100644
--- a/use-cases/big-fish-games/index.html
+++ b/use-cases/big-fish-games/index.html
@@ -30,12 +30,12 @@
   <meta property="og:locale" content="en">
   <meta property="og:type" content="article">
     <meta property="article:section" content="use-cases">
-    <meta property="article:modified_time" content="2025-12-19T15:40:37+00:00">
+    <meta property="article:modified_time" content="2025-12-26T22:51:42+02:00">
     <meta property="og:image" content="/images/feature-image.png">
 
   <meta itemprop="name" content="Big Fish Games">
   <meta itemprop="description" content="What was the problem? The main 
challenge is the lack of standardized ETL workflow orchestration tools. 
PowerShell and Python-based ETL frameworks built in-house are currently used 
for scheduling and running analytical workloads. However, there is no web UI 
through which we can monitor these workflows and it requires additional effort 
to maintain this framework. These scheduled jobs based on external dependencies 
are not well suited to modern Big Da [...]
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
   <meta itemprop="wordCount" content="336">
   <meta itemprop="image" content="/images/feature-image.png">
   <meta itemprop="keywords" content="Testimonial">
diff --git a/use-cases/business_operations/index.html 
b/use-cases/business_operations/index.html
index 7d59af236e..0d78dc0675 100644
--- a/use-cases/business_operations/index.html
+++ b/use-cases/business_operations/index.html
@@ -31,13 +31,13 @@ This video shows an example of using Airflow to run the 
pipelines that power a c
   <meta property="og:locale" content="en">
   <meta property="og:type" content="article">
     <meta property="article:section" content="use-cases">
-    <meta property="article:modified_time" content="2025-12-19T15:40:37+00:00">
+    <meta property="article:modified_time" content="2025-12-26T22:51:42+02:00">
     <meta property="og:image" content="/images/feature-image.png">
 
   <meta itemprop="name" content="Business Operations">
   <meta itemprop="description" content="Use Airflow for Business operations 
pipelines Airflow can be the starting point for your business idea! For many 
companies, Airflow delivers the data that powers their core business 
applications. Whether you need to aggregate user data to power personalized 
recommendations, display analytics in a user-facing dashboard, or prepare the 
input data for an LLM, Airflow is the perfect orchestrator.
 This video shows an example of using Airflow to run the pipelines that power a 
customer-facing analytics dashboard. You can find the code shown in this 
example here.">
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
   <meta itemprop="wordCount" content="425">
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diff --git a/use-cases/dish/index.html b/use-cases/dish/index.html
index d4cca6aca1..e6d53019f6 100644
--- a/use-cases/dish/index.html
+++ b/use-cases/dish/index.html
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     <meta property="article:section" content="use-cases">
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     <meta property="og:image" content="/images/feature-image.png">
 
   <meta itemprop="name" content="Dish">
   <meta itemprop="description" content="What was the problem? We faced 
increasing complexity managing lengthy crontabs with scheduling being an issue, 
this required carefully planning timing due to resource constraints, usage 
patterns, and especially custom code needed for retry logic. In the last case, 
having to verify success of previous jobs and/or steps prior to running the 
next. Furthermore, time to results is important, but we were increasingly 
relying on buffers for processing, wh [...]
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diff --git a/use-cases/etl_analytics/index.html 
b/use-cases/etl_analytics/index.html
index 112d3fb3cf..c7fd983009 100644
--- a/use-cases/etl_analytics/index.html
+++ b/use-cases/etl_analytics/index.html
@@ -31,13 +31,13 @@ The video below shows a simple ETL/ELT pipeline in Airflow 
that extracts climate
   <meta property="og:locale" content="en">
   <meta property="og:type" content="article">
     <meta property="article:section" content="use-cases">
-    <meta property="article:modified_time" content="2025-12-19T15:40:37+00:00">
+    <meta property="article:modified_time" content="2025-12-26T22:51:42+02:00">
     <meta property="og:image" content="/images/feature-image.png">
 
   <meta itemprop="name" content="ETL/ELT">
   <meta itemprop="description" content="Use Airflow for ETL/ELT pipelines 
Extract-Transform-Load (ETL) and Extract-Load-Transform (ELT) data pipelines 
are the most common use case for Apache Airflow. 90% of respondents in the 2023 
Apache Airflow survey are using Airflow for ETL/ELT to power analytics use 
cases.
 The video below shows a simple ETL/ELT pipeline in Airflow that extracts 
climate data from a CSV file, as well as weather data from an API, runs 
transformations and then loads the results into a database to power a 
dashboard.">
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
   <meta itemprop="wordCount" content="291">
   <meta itemprop="image" content="/images/feature-image.png">
   <meta itemprop="keywords" content="Use-Case">
diff --git a/use-cases/experity/index.html b/use-cases/experity/index.html
index 0523afc65c..bfef8178b0 100644
--- a/use-cases/experity/index.html
+++ b/use-cases/experity/index.html
@@ -31,13 +31,13 @@ How did Apache Airflow help to solve this problem? 
Ultimately we decided flexibl
   <meta property="og:locale" content="en">
   <meta property="og:type" content="article">
     <meta property="article:section" content="use-cases">
-    <meta property="article:modified_time" content="2025-12-19T15:40:37+00:00">
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     <meta property="og:image" content="/images/feature-image.png">
 
   <meta itemprop="name" content="Experity">
   <meta itemprop="description" content="What was the problem? We had to deploy 
our complex, flagship app to multiple nodes in multiple ways. This required 
tasks to communicate across Windows nodes and coordinate timing perfectly. We 
did not want to buy an expensive enterprise scheduling tool and needed ultimate 
flexibility.
 How did Apache Airflow help to solve this problem? Ultimately we decided 
flexible, multi-node, DAG capable tooling was key and airflow was one of the 
few tools that fit that bill. Having it based on open source and python were 
large factors that upheld our core principles. At the time, Airflow was missing 
a windows hook and operator so we contributed the WinRM hook and operator back 
to the community. Given its flexibility we also use DAG generators to have our 
metadata drive our DAGs and [...]
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
   <meta itemprop="wordCount" content="191">
   <meta itemprop="image" content="/images/feature-image.png">
   <meta itemprop="keywords" content="Testimonial">
diff --git a/use-cases/index.html b/use-cases/index.html
index 63870382e1..d9840500f3 100644
--- a/use-cases/index.html
+++ b/use-cases/index.html
@@ -34,7 +34,7 @@
 
   <meta itemprop="name" content="Use Cases">
   <meta itemprop="description" content="Platform created by the community to 
programmatically author, schedule and monitor workflows.">
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
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diff --git a/use-cases/infrastructure-management/index.html 
b/use-cases/infrastructure-management/index.html
index 092aeb8b1f..0024f12456 100644
--- a/use-cases/infrastructure-management/index.html
+++ b/use-cases/infrastructure-management/index.html
@@ -31,13 +31,13 @@ Infrastructure management is often needed within the 
context of other use cases,
   <meta property="og:locale" content="en">
   <meta property="og:type" content="article">
     <meta property="article:section" content="use-cases">
-    <meta property="article:modified_time" content="2025-12-19T15:40:37+00:00">
+    <meta property="article:modified_time" content="2025-12-26T22:51:42+02:00">
     <meta property="og:image" content="/images/feature-image.png">
 
   <meta itemprop="name" content="Infrastructure Management">
   <meta itemprop="description" content="Use Airflow for Infrastructure 
Management Airflow can interact with any API, which makes it a great tool to 
manage your infrastructure, such as Kubernetes or Spark clusters running in any 
cloud. As of Airflow 2.7, the setup/teardown feature is available, a special 
type of task with intelligent behavior to spin up and tear down infrastructure 
at the exact time you need it.
 Infrastructure management is often needed within the context of other use 
cases, such as MLOps, or implementing data quality checks. This video shows an 
example of how it might be used for an MLOps pipeline. You can find the code 
shown in this example here.">
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
   <meta itemprop="wordCount" content="310">
   <meta itemprop="image" content="/images/feature-image.png">
   <meta itemprop="keywords" content="Use-Case">
diff --git a/use-cases/mlops/index.html b/use-cases/mlops/index.html
index 4e37314846..10b020f5be 100644
--- a/use-cases/mlops/index.html
+++ b/use-cases/mlops/index.html
@@ -30,12 +30,12 @@
   <meta property="og:locale" content="en">
   <meta property="og:type" content="article">
     <meta property="article:section" content="use-cases">
-    <meta property="article:modified_time" content="2025-12-19T15:40:37+00:00">
+    <meta property="article:modified_time" content="2025-12-26T22:51:42+02:00">
     <meta property="og:image" content="/images/feature-image.png">
 
   <meta itemprop="name" content="MLOps">
   <meta itemprop="description" content="Use Airflow for Machine Learning 
Operations (MLOps) Machine Learning Operations (MLOps) is a broad term 
encompassing everything needed to run machine learning models in production. 
MLOps is a rapidly evolving field with many different best practices and 
behavioral patterns, with Apache Airflow providing tool agnostic orchestration 
capabilities for all steps. An emerging subset of MLOps is Large Language Model 
Operations (LLMOps), which focuses on d [...]
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
   <meta itemprop="wordCount" content="376">
   <meta itemprop="image" content="/images/feature-image.png">
   <meta itemprop="keywords" content="Use-Case">
diff --git a/use-cases/onefootball/index.html b/use-cases/onefootball/index.html
index 7a9d64305f..b0c16c20dd 100644
--- a/use-cases/onefootball/index.html
+++ b/use-cases/onefootball/index.html
@@ -31,13 +31,13 @@ On top of that, new data tools appear each month: third 
party data sources, clou
   <meta property="og:locale" content="en">
   <meta property="og:type" content="article">
     <meta property="article:section" content="use-cases">
-    <meta property="article:modified_time" content="2025-12-19T15:40:37+00:00">
+    <meta property="article:modified_time" content="2025-12-26T22:51:42+02:00">
     <meta property="og:image" content="/images/feature-image.png">
 
   <meta itemprop="name" content="Onefootball">
   <meta itemprop="description" content="What was the problem? With millions of 
daily active users, managing the complexity of data engineering at Onefootball 
is a constant challenge. Lengthy crontabs, multiplication of custom API 
clients, erosion of confidence in the analytics served, increasing heroism 
(“only one person can solve this issue”). Those are the challenges that most 
teams face unless they consciously invest in their tools and processes.
 On top of that, new data tools appear each month: third party data sources, 
cloud providers solutions, different storage technologies… Managing all those 
integrations is costly and brittle, especially for small data engineering teams 
that are trying to do more with less.">
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   <meta itemprop="keywords" content="Testimonial">
diff --git a/use-cases/plarium-krasnodar/index.html 
b/use-cases/plarium-krasnodar/index.html
index 8d81a33bf9..23a6d121b1 100644
--- a/use-cases/plarium-krasnodar/index.html
+++ b/use-cases/plarium-krasnodar/index.html
@@ -30,12 +30,12 @@
   <meta property="og:locale" content="en">
   <meta property="og:type" content="article">
     <meta property="article:section" content="use-cases">
-    <meta property="article:modified_time" content="2025-12-19T15:40:37+00:00">
+    <meta property="article:modified_time" content="2025-12-26T22:51:42+02:00">
     <meta property="og:image" content="/images/feature-image.png">
 
   <meta itemprop="name" content="Plarium Krasnodar">
   <meta itemprop="description" content="What was the problem? Our Research 
&amp; Development department carries out various experiments, and in all of 
them, we need to create workflow orchestrations for solving tasks in game dev. 
Previously, we didn’t have any suitable tools with a sufficient number of 
built-in functions, and we had to orchestrate processes manually and entirely 
from scratch every time. This led to difficulties with dependencies and 
monitoring when building complex workf [...]
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+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
   <meta itemprop="wordCount" content="257">
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   <meta itemprop="keywords" content="Testimonial">
diff --git a/use-cases/seniorlink/index.html b/use-cases/seniorlink/index.html
index f59b661d75..d7b189e8c4 100644
--- a/use-cases/seniorlink/index.html
+++ b/use-cases/seniorlink/index.html
@@ -31,13 +31,13 @@ We had built a robust stack of batch processes to deliver 
value to the business,
   <meta property="og:locale" content="en">
   <meta property="og:type" content="article">
     <meta property="article:section" content="use-cases">
-    <meta property="article:modified_time" content="2025-12-19T15:40:37+00:00">
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     <meta property="og:image" content="/images/feature-image.png">
 
   <meta itemprop="name" content="Seniorlink">
   <meta itemprop="description" content="What was the problem? Here at 
Seniorlink, we provide services, support, and technology that engages family 
caregivers. One of our focuses is using data to bolster our knowledge and 
improve the experience of our users. Like many looking to build an effective 
data stack, we adopted a Python, Spark, Redshift, and Tableau core toolset.
 We had built a robust stack of batch processes to deliver value to the 
business, deploying these data services in AWS using a mixture of EMR, ECS, 
Lambda, and EC2. Moving fast, as many new endeavors do, we ultimately ended up 
with one monolithic batch process with many smaller satellite jobs. Given the 
scale and quantity of jobs, we began to lose transparency as to what was 
happening. Additionally, many jobs were launched in a single EMR cluster and so 
tightly coupled that a failure in o [...]
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
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   <meta itemprop="image" content="/images/feature-image.png">
   <meta itemprop="keywords" content="Testimonial">
diff --git a/use-cases/sift/index.html b/use-cases/sift/index.html
index f13bd524a8..82f3daec9b 100644
--- a/use-cases/sift/index.html
+++ b/use-cases/sift/index.html
@@ -30,12 +30,12 @@
   <meta property="og:locale" content="en">
   <meta property="og:type" content="article">
     <meta property="article:section" content="use-cases">
-    <meta property="article:modified_time" content="2025-12-19T15:40:37+00:00">
+    <meta property="article:modified_time" content="2025-12-26T22:51:42+02:00">
     <meta property="og:image" content="/images/feature-image.png">
 
   <meta itemprop="name" content="Sift">
   <meta itemprop="description" content="What was the problem? At Sift, we’re 
constantly training machine learning models that feed into the core of Sift’s 
Digital Trust &amp; Safety platform. The platform gives our customers a way to 
discern suspicious online behavior from trustworthy behavior, allowing our 
customers to protect their online transactions, maintain the integrity of their 
content platforms, and keep their users’ accounts secure. To make this 
possible, we’ve built model trai [...]
-  <meta itemprop="dateModified" content="2025-12-19T15:40:37+00:00">
+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
   <meta itemprop="wordCount" content="641">
   <meta itemprop="image" content="/images/feature-image.png">
   <meta itemprop="keywords" content="Testimonial">
diff --git a/use-cases/snapp/index.html b/use-cases/snapp/index.html
index ba06f19fb3..69844e7834 100644
--- a/use-cases/snapp/index.html
+++ b/use-cases/snapp/index.html
@@ -30,12 +30,12 @@
   <meta property="og:locale" content="en">
   <meta property="og:type" content="article">
     <meta property="article:section" content="use-cases">
-    <meta property="article:modified_time" content="2025-12-19T15:40:37+00:00">
+    <meta property="article:modified_time" content="2025-12-26T22:51:42+02:00">
     <meta property="og:image" content="/images/feature-image.png">
 
   <meta itemprop="name" content="Snapp">
   <meta itemprop="description" content="What was the problem? As the Map team 
at Snapp, one of the largest and fastest-growing internet companies in the 
Middle East, we have experienced significant growth over the past couple of 
years, expanding from a team of 7 to a team of 60. However, with this growth 
came the realization that some of our crucial tasks were being performed 
manually. This manual approach consumed valuable time and hindered our ability 
to execute these tasks efficiently.">
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+  <meta itemprop="dateModified" content="2025-12-26T22:51:42+02:00">
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   <meta itemprop="image" content="/images/feature-image.png">
   <meta itemprop="keywords" content="Testimonial">
diff --git a/use-cases/suse/index.html b/use-cases/suse/index.html
index ac1e055b38..073f8bf94e 100644
--- a/use-cases/suse/index.html
+++ b/use-cases/suse/index.html
@@ -31,13 +31,13 @@ The construction of these containers requires the 
installation of several librar
   <meta property="og:locale" content="en">
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     <meta property="article:section" content="use-cases">
-    <meta property="article:modified_time" content="2025-12-19T15:40:37+00:00">
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     <meta property="og:image" content="/images/feature-image.png">
 
   <meta itemprop="name" content="RancherBySUSE">
   <meta itemprop="description" content="What was the problem? Our aim was to 
build, package, test and distribute curated and trusted containers at scale in 
an automated way. Those containers can be of any nature, meaning that we need a 
solution that allows us to build any kind of software with any kind of building 
tools like Maven, Rust, Java, Ant, or Go.
 The construction of these containers requires the installation of several 
libraries (which may even conflict) and the orchestration of complex workflows 
with several integrations, executed either on a scheduled basis or triggered by 
events from external systems.">
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   <meta itemprop="image" content="/images/feature-image.png">
   <meta itemprop="keywords" content="Testimonial">


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