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The following commit(s) were added to refs/heads/publish by this push:
     new 9a1823ce9e Docs updated via 
refs/heads/main:61faf67af982f06ea859234a1d0fc9ac8ce687b6
9a1823ce9e is described below

commit 9a1823ce9e49727b7ca6f6b72d806590b5adc3b8
Author: GitHub Actions <[email protected]>
AuthorDate: Mon Mar 23 05:28:58 2026 +0000

    Docs updated via refs/heads/main:61faf67af982f06ea859234a1d0fc9ac8ce687b6
---
 announcements/index.html                           |   2 +-
 blocktype/index.html                               |   2 +-
 blocktype/testimonial/index.html                   |   2 +-
 blocktype/use-case/index.html                      |   2 +-
 blog/airflow-1.10.10/index.html                    |   4 +-
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 blog/airflow-2.9.0/index.html                      |   4 +-
 blog/airflow-3.1.0/index.html                      |   4 +-
 blog/airflow-registry/index.html                   |   4 +-
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 blog/airflow-survey-2022/index.html                |   4 +-
 blog/airflow-survey-2023/index.html                |   4 +-
 blog/airflow-survey-2024/index.html                |   4 +-
 blog/airflow-survey-2025/index.html                |   4 +-
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 blog/airflow-three-point-oh-is-here/index.html     |   4 +-
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 blog/airflow_summit_2021/index.html                |   4 +-
 blog/airflow_summit_2022/index.html                |   4 +-
 blog/airflowctl-0.1.0/index.html                   |   4 +-
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 .../index.html                                     |   4 +-
 .../index.html                                     |   4 +-
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 .../index.html                                     |   4 +-
 blog/fab-oid-vulnerability/index.html              |   4 +-
 .../index.html                                     |   4 +-
 blog/index.html                                    |   2 +-
 blog/index.xml                                     |  72 +++++-----
 blog/introducing_setup_teardown/index.html         |   4 +-
 .../index.html                                     |   4 +-
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 blog/tags/survey/index.html                        |   2 +-
 blog/tags/survey/index.xml                         |   2 +-
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 docs/index.html                                    |   2 +-
 ecosystem/index.html                               |   2 +-
 index.html                                         |   2 +-
 index.yaml                                         |   2 +-
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 privacy-notice/index.html                          |   2 +-
 roadmap/index.html                                 |   2 +-
 search/index.html                                  |   4 +-
 sitemap.xml                                        | 156 ++++++++++-----------
 survey/index.html                                  |   2 +-
 tags/index.html                                    |   2 +-
 tags/index.xml                                     |   2 +-
 use-cases/adjoe/index.html                         |   4 +-
 use-cases/adobe/index.html                         |   4 +-
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 91 files changed, 256 insertions(+), 256 deletions(-)

diff --git a/announcements/index.html b/announcements/index.html
index a5a3a76542..29422e7802 100644
--- a/announcements/index.html
+++ b/announcements/index.html
@@ -47,7 +47,7 @@ March 11, 2026 We’ve just released Apache Airflow 3.1.8 🎉
 📦 PyPI: https://pypi.org/project/apache-airflow/3.1.8/ 📚 Docs: 
https://airflow.apache.org/docs/apache-airflow/3.1.8/ 🛠 Release Notes: 
https://airflow.apache.org/docs/apache-airflow/3.1.8/release_notes.html 🐳 
Docker Image: “docker pull apache/airflow:3.1.8” 🚏 Constraints: 
https://github.com/apache/airflow/tree/constraints-3.1.8
 February 17, 2026 We’ve just released Apache Airflow Helm chart 1.19.0.">
   <meta itemprop="datePublished" content="2020-08-08T05:30:20+05:30">
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diff --git a/blocktype/index.html b/blocktype/index.html
index 25ce9ea7be..1389c71abb 100644
--- a/blocktype/index.html
+++ b/blocktype/index.html
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diff --git a/blocktype/testimonial/index.html b/blocktype/testimonial/index.html
index f56eeb3551..a6f0b1d20b 100644
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index 756fde04e4..6a8993276f 100644
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index 1620a9b82d..264f9127f7 100644
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b/blog/airflow-1.10.8-1.10.9/index.html
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index a43dadc30a..5806024a6b 100644
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index 40945d4892..05ba1e6826 100644
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b/blog/airflow-survey-2020/index.html
index b795d54e03..f7237df8f4 100644
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index 209ee103cc..d864376e89 100644
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b/blog/airflow_summit_2021/index.html
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   <meta itemprop="name" content="Apache Airflow CTL aka airflowctl 0.1.0">
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@@ -32,7 +32,7 @@ Authoring Workflow in Apache Airflow. Airflow makes it easy 
to author workflows
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@@ -40,7 +40,7 @@ Authoring Workflow in Apache Airflow. Airflow makes it easy 
to author workflows
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 Authoring Workflow in Apache Airflow. Airflow makes it easy to author 
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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">
-  <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
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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 29c707d5e5..38b46ed727 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
@@ -31,14 +31,14 @@
   <meta property="og:type" content="article">
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content="2019-11-22T00:00:00+00:00">
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     <meta property="article:tag" content="Community">
     <meta property="og:image" content="/images/feature-image.png">
 
   <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="2026-03-22T23:51:10+01:00">
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   <meta itemprop="wordCount" content="138">
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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 f0e7065024..e5193ce354 100644
--- a/blog/documenting-using-local-development-environments/index.html
+++ b/blog/documenting-using-local-development-environments/index.html
@@ -31,14 +31,14 @@
   <meta property="og:type" content="article">
     <meta property="article:section" content="blog">
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content="2019-11-22T00:00:00+00:00">
-    <meta property="article:modified_time" content="2026-03-22T23:51:10+01:00">
+    <meta property="article:modified_time" content="2026-03-22T23:22:04-06:00">
     <meta property="article:tag" content="Development">
     <meta property="og:image" content="/images/feature-image.png">
 
   <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">
-  <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="wordCount" content="256">
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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 de2d0a4d19..1f233a42d3 100644
--- 
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
@@ -32,7 +32,7 @@ About Me I have been writing tech articles on medium as well 
as my blog for the
   <meta property="og:type" content="article">
     <meta property="article:section" content="blog">
     <meta property="article:published_time" 
content="2019-12-20T00:00:00+00:00">
-    <meta property="article:modified_time" content="2026-03-22T23:51:10+01:00">
+    <meta property="article:modified_time" content="2026-03-22T23:22:04-06:00">
     <meta property="article:tag" content="Documentation">
     <meta property="og:image" content="/images/feature-image.png">
 
@@ -40,7 +40,7 @@ About Me I have been writing tech articles on medium as well 
as my blog for the
   <meta itemprop="description" content="I came across Google Season of Docs 
(GSoD) almost by accident, thanks to my extensive HackerNews and Twitter 
addiction. I was familiar with the Google Summer of Code but not with this 
program. It turns out it was the inaugural phase. I read the details, and the 
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.">
   <meta itemprop="datePublished" content="2019-12-20T00:00:00+00:00">
-  <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="wordCount" content="1521">
   <meta itemprop="image" content="/images/feature-image.png">
   <meta itemprop="keywords" content="Documentation">
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 362e1b3cab..c6e5462150 100644
--- a/blog/experience-with-airflow-as-an-outreachy-intern/index.html
+++ b/blog/experience-with-airflow-as-an-outreachy-intern/index.html
@@ -32,7 +32,7 @@ Contribution Period The first thing I had to do was choose a 
project under an or
   <meta property="og:type" content="article">
     <meta property="article:section" content="blog">
     <meta property="article:published_time" 
content="2020-08-30T00:00:00+00:00">
-    <meta property="article:modified_time" content="2026-03-22T23:51:10+01:00">
+    <meta property="article:modified_time" content="2026-03-22T23:22:04-06:00">
     <meta property="article:tag" content="Community">
     <meta property="og:image" content="/images/feature-image.png">
 
@@ -40,7 +40,7 @@ Contribution Period The first thing I had to do was choose a 
project under an or
   <meta itemprop="description" content="Outreachy is a program which organises 
three months paid internships with FOSS projects for people who are typically 
underrepresented in those projects.
 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">
-  <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="wordCount" content="528">
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diff --git a/blog/fab-oid-vulnerability/index.html 
b/blog/fab-oid-vulnerability/index.html
index 33ef7302d1..d876829581 100644
--- a/blog/fab-oid-vulnerability/index.html
+++ b/blog/fab-oid-vulnerability/index.html
@@ -31,14 +31,14 @@
   <meta property="og:type" content="article">
     <meta property="article:section" content="blog">
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content="2024-02-26T00:00:00+00:00">
-    <meta property="article:modified_time" content="2026-03-22T23:51:10+01:00">
+    <meta property="article:modified_time" content="2026-03-22T23:22:04-06:00">
     <meta property="article:tag" content="Vulnerabilities">
     <meta property="og:image" content="/images/feature-image.png">
 
   <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">
   <meta itemprop="datePublished" content="2024-02-26T00:00:00+00:00">
-  <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
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   <meta itemprop="wordCount" content="638">
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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 e05fc7659e..3257a3d887 100644
--- a/blog/implementing-stable-api-for-apache-airflow/index.html
+++ b/blog/implementing-stable-api-for-apache-airflow/index.html
@@ -31,14 +31,14 @@
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+    <meta property="article:modified_time" content="2026-03-22T23:22:04-06:00">
     <meta property="article:tag" content="REST API">
     <meta property="og:image" content="/images/feature-image.png">
 
   <meta itemprop="name" content="Implementing Stable API for Apache Airflow">
   <meta itemprop="description" content="An Outreachy intern&#39;s progress 
report on contributing to Apache Airflow REST API.">
   <meta itemprop="datePublished" content="2020-07-19T00:00:00+00:00">
-  <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
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diff --git a/blog/index.html b/blog/index.html
index 65f25f4edc..69b5f28ad6 100644
--- a/blog/index.html
+++ b/blog/index.html
@@ -34,7 +34,7 @@
 
   <meta itemprop="name" content="Blog">
   <meta itemprop="description" content="Platform created by the community to 
programmatically author, schedule and monitor workflows.">
-  <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
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diff --git a/blog/index.xml b/blog/index.xml
index 9915c6a9b7..78454c6d38 100644
--- a/blog/index.xml
+++ b/blog/index.xml
@@ -8,7 +8,7 @@
 <id>/blog/</id>
 
 
-  <updated>2026-03-22T23:51:10Z</updated>
+  <updated>2026-03-22T23:22:04Z</updated>
 
 
   <entry>
@@ -16,7 +16,7 @@
     <link href="/blog/airflow-registry/" rel="alternate"/>
     <id>/blog/airflow-registry/</id>
     <published>2026-03-19T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -98,7 +98,7 @@
     <link href="/blog/airflow-survey-2025/" rel="alternate"/>
     <id>/blog/airflow-survey-2025/</id>
     <published>2026-01-22T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -120,7 +120,7 @@
     <link href="/blog/airflowctl-0.1.0/" rel="alternate"/>
     <id>/blog/airflowctl-0.1.0/</id>
     <published>2025-10-15T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -282,7 +282,7 @@ The secure CLI foundation lays the groundwork for Airflow’s 
next generation. A
     <link href="/blog/airflow-3.1.0/" rel="alternate"/>
     <id>/blog/airflow-3.1.0/</id>
     <published>2025-09-25T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -467,7 +467,7 @@ human-centered. We can&rsquo;t wait to see what you build 
with it!</p>
     <link href="/blog/airflow-three-point-oh-is-here/" rel="alternate"/>
     <id>/blog/airflow-three-point-oh-is-here/</id>
     <published>2025-04-22T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -873,7 +873,7 @@ Let’s build the future of data orchestration—together.</p>
     <link href="/blog/airflow-survey-2024/" rel="alternate"/>
     <id>/blog/airflow-survey-2024/</id>
     <published>2025-02-27T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -895,7 +895,7 @@ Let’s build the future of data orchestration—together.</p>
     <link href="/blog/airflow-2.10.0/" rel="alternate"/>
     <id>/blog/airflow-2.10.0/</id>
     <published>2024-08-08T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -1019,7 +1019,7 @@ executor = 
&#39;LocalExecutor,KubernetesExecutor,my.custom.module.ExecutorClass:
     <link href="/blog/airflow-2.9.0/" rel="alternate"/>
     <id>/blog/airflow-2.9.0/</id>
     <published>2024-04-08T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -1141,7 +1141,7 @@ xcom_objectstorage_compression = gzip
     <link href="/blog/fab-oid-vulnerability/" rel="alternate"/>
     <id>/blog/fab-oid-vulnerability/</id>
     <published>2024-02-26T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -1228,7 +1228,7 @@ where Flask AppBuilder is also used.</p>
     <link href="/blog/airflow-2.8.0/" rel="alternate"/>
     <id>/blog/airflow-2.8.0/</id>
     <published>2023-12-15T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -1309,7 +1309,7 @@ We care for your security, and &ldquo;secure by 
default&rdquo; is one of the thi
     <link href="/blog/airflow-survey-2023/" rel="alternate"/>
     <id>/blog/airflow-survey-2023/</id>
     <published>2023-09-21T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -1328,7 +1328,7 @@ We care for your security, and &ldquo;secure by 
default&rdquo; is one of the thi
     <link href="/blog/airflow-2.7.0/" rel="alternate"/>
     <id>/blog/airflow-2.7.0/</id>
     <published>2023-08-18T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -1391,7 +1391,7 @@ The following providers have been moved and require 
certain minimum providers ve
     <link href="/blog/introducing_setup_teardown/" rel="alternate"/>
     <id>/blog/introducing_setup_teardown/</id>
     <published>2023-08-18T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -1440,7 +1440,7 @@ The following providers have been moved and require 
certain minimum providers ve
     <link href="/blog/airflow-2.6.0/" rel="alternate"/>
     <id>/blog/airflow-2.6.0/</id>
     <published>2023-04-30T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -1500,7 +1500,7 @@ The following providers have been moved and require 
certain minimum providers ve
     <link href="/blog/airflow-2.5.0/" rel="alternate"/>
     <id>/blog/airflow-2.5.0/</id>
     <published>2022-12-02T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -1536,7 +1536,7 @@ c. Everything runs in one process, so you can put a 
breakpoint in your IDE, and
     <link href="/blog/airflow-2.4.0/" rel="alternate"/>
     <id>/blog/airflow-2.4.0/</id>
     <published>2022-09-19T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -1641,7 +1641,7 @@ c. Everything runs in one process, so you can put a 
breakpoint in your IDE, and
     <link href="/blog/airflow-survey-2022/" rel="alternate"/>
     <id>/blog/airflow-survey-2022/</id>
     <published>2022-06-17T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -3332,7 +3332,7 @@ c. Everything runs in one process, so you can put a 
breakpoint in your IDE, and
     <link href="/blog/airflow_summit_2022/" rel="alternate"/>
     <id>/blog/airflow_summit_2022/</id>
     <published>2022-05-16T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -3357,7 +3357,7 @@ communities to watch the event and network.</p>
     <link href="/blog/airflow-2.3.0/" rel="alternate"/>
     <id>/blog/airflow-2.3.0/</id>
     <published>2022-04-30T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -3459,7 +3459,7 @@ Sade&rsquo;s &ldquo;Smooth Operator&rdquo;. Enjoy!</li>
     <link href="/blog/airflow-2.2.0/" rel="alternate"/>
     <id>/blog/airflow-2.2.0/</id>
     <published>2021-10-11T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -3515,7 +3515,7 @@ Sade&rsquo;s &ldquo;Smooth Operator&rdquo;. Enjoy!</li>
     <link href="/blog/airflow_summit_2021/" rel="alternate"/>
     <id>/blog/airflow_summit_2021/</id>
     <published>2021-03-21T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -3537,7 +3537,7 @@ participate in its development.</p>
     <link href="/blog/airflow-survey-2020/" rel="alternate"/>
     <id>/blog/airflow-survey-2020/</id>
     <published>2021-03-09T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -4862,7 +4862,7 @@ to share their experience and tools.</p>
     <link href="/blog/airflow-two-point-oh-is-here/" rel="alternate"/>
     <id>/blog/airflow-two-point-oh-is-here/</id>
     <published>2020-12-17T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -4956,7 +4956,7 @@ Docs on <a 
href="http://airflow.apache.org/docs/apache-airflow-providers/package
     <link href="/blog/experience-with-airflow-as-an-outreachy-intern/" 
rel="alternate"/>
     <id>/blog/experience-with-airflow-as-an-outreachy-intern/</id>
     <published>2020-08-30T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -5017,7 +5017,7 @@ community that has been made my summer, one to 
remember.</p>
     <link href="/blog/airflow-1.10.12/" rel="alternate"/>
     <id>/blog/airflow-1.10.12/</id>
     <published>2020-08-25T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -5138,7 +5138,7 @@ William Tran, Xiaodong Deng, YI FU, Zikun Zhu, 
dewaldabrie, pulsar314, retornam,
     <link href="/blog/apache-airflow-for-newcomers/" rel="alternate"/>
     <id>/blog/apache-airflow-for-newcomers/</id>
     <published>2020-08-17T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -5251,7 +5251,7 @@ and <a href="https://github.com/turbaszek";>Tomek</a> for 
all their support. I&rs
     <link href="/blog/implementing-stable-api-for-apache-airflow/" 
rel="alternate"/>
     <id>/blog/implementing-stable-api-for-apache-airflow/</id>
     <published>2020-07-19T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -5337,7 +5337,7 @@ wonderful reviews. I&rsquo;m grateful.</p>
     <link href="/blog/airflow-1.10.10/" rel="alternate"/>
     <id>/blog/airflow-1.10.10/</id>
     <published>2020-04-09T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -5480,7 +5480,7 @@ objc[1873]: +[__NSPlaceholderDate initialize] may have 
been in progress in anoth
     <link href="/blog/airflow-1.10.8-1.10.9/" rel="alternate"/>
     <id>/blog/airflow-1.10.8-1.10.9/</id>
     <published>2020-02-23T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -5535,7 +5535,7 @@ for 1.10.* series but would no longer be available from 
Airflow 2.0</p>
     <link 
href="/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/" 
rel="alternate"/>
     
<id>/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/</id>
     <published>2019-12-20T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -5633,7 +5633,7 @@ After a lot of trial and error, we arrived at a version 
with which both of us co
     <link href="/blog/airflow-survey/" rel="alternate"/>
     <id>/blog/airflow-survey/</id>
     <published>2019-12-11T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -6436,7 +6436,7 @@ declare DAGs.</p>
     <link href="/blog/announcing-new-website/" rel="alternate"/>
     <id>/blog/announcing-new-website/</id>
     <published>2019-12-11T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -6468,7 +6468,7 @@ and that its improved accessibility increases adoption 
and use of Apache Airflow
     <link 
href="/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/"
 rel="alternate"/>
     
<id>/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/</id>
     <published>2019-11-22T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -6483,7 +6483,7 @@ and that its improved accessibility increases adoption 
and use of Apache Airflow
     <link href="/blog/documenting-using-local-development-environments/" 
rel="alternate"/>
     <id>/blog/documenting-using-local-development-environments/</id>
     <published>2019-11-22T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
@@ -6522,7 +6522,7 @@ a team for 3 months.</p>
     <link href="/blog/its-a-breeze-to-develop-apache-airflow/" 
rel="alternate"/>
     <id>/blog/its-a-breeze-to-develop-apache-airflow/</id>
     <published>2019-11-22T00:00:00Z</published>
-    <updated>2026-03-22T23:51:10Z</updated>
+    <updated>2026-03-22T23:22:04Z</updated>
     <author>
       <name>Apache Airflow</name>
     </author>
diff --git a/blog/introducing_setup_teardown/index.html 
b/blog/introducing_setup_teardown/index.html
index 3cfd863dfb..4372052edd 100644
--- a/blog/introducing_setup_teardown/index.html
+++ b/blog/introducing_setup_teardown/index.html
@@ -31,13 +31,13 @@
   <meta property="og:type" content="article">
     <meta property="article:section" content="blog">
     <meta property="article:published_time" 
content="2023-08-18T00:00:00+00:00">
-    <meta property="article:modified_time" content="2026-03-22T23:51:10+01:00">
+    <meta property="article:modified_time" content="2026-03-22T23:22:04-06:00">
     <meta property="og:image" content="/images/feature-image.png">
 
   <meta itemprop="name" content="Introducing Setup and Teardown tasks">
   <meta itemprop="description" content="An introduction to Setup and Teardown 
tasks, which are new in Apache Airflow 2.7.0">
   <meta itemprop="datePublished" content="2023-08-18T00:00:00+00:00">
-  <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="wordCount" content="678">
   <meta itemprop="image" content="/images/feature-image.png">
 
diff --git a/blog/its-a-breeze-to-develop-apache-airflow/index.html 
b/blog/its-a-breeze-to-develop-apache-airflow/index.html
index 8b6c316a40..8aa26b6603 100644
--- a/blog/its-a-breeze-to-develop-apache-airflow/index.html
+++ b/blog/its-a-breeze-to-develop-apache-airflow/index.html
@@ -31,14 +31,14 @@
   <meta property="og:type" content="article">
     <meta property="article:section" content="blog">
     <meta property="article:published_time" 
content="2019-11-22T00:00:00+00:00">
-    <meta property="article:modified_time" content="2026-03-22T23:51:10+01:00">
+    <meta property="article:modified_time" content="2026-03-22T23:22:04-06:00">
     <meta property="article:tag" content="Development">
     <meta property="og:image" content="/images/feature-image.png">
 
   <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.">
   <meta itemprop="datePublished" content="2019-11-22T00:00:00+00:00">
-  <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="wordCount" content="124">
   <meta itemprop="image" content="/images/feature-image.png">
   <meta itemprop="keywords" content="Development">
diff --git a/blog/tags/airflow-summit/index.html 
b/blog/tags/airflow-summit/index.html
index 8a9de268e6..7fe0c5507a 100644
--- a/blog/tags/airflow-summit/index.html
+++ b/blog/tags/airflow-summit/index.html
@@ -35,7 +35,7 @@
   <meta itemprop="name" content="Airflow Summit">
   <meta itemprop="description" content="Platform created by the community to 
programmatically author, schedule and monitor workflows.">
   <meta itemprop="datePublished" content="2022-05-16T00:00:00+00:00">
-  <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="image" content="/images/feature-image.png">
 
 
diff --git a/blog/tags/airflow-summit/index.xml 
b/blog/tags/airflow-summit/index.xml
index 6895e8aabb..4ad21b5c6c 100644
--- a/blog/tags/airflow-summit/index.xml
+++ b/blog/tags/airflow-summit/index.xml
@@ -6,7 +6,7 @@
     <description>Recent content in Airflow Summit on Apache 
Airflow</description>
     <generator>Hugo</generator>
     <language>en</language>
-    <lastBuildDate>Sun, 22 Mar 2026 23:51:10 +0100</lastBuildDate>
+    <lastBuildDate>Sun, 22 Mar 2026 23:22:04 -0600</lastBuildDate>
     <atom:link href="/blog/tags/airflow-summit/index.xml" rel="self" 
type="application/rss+xml" />
     <item>
       <title>Airflow Summit 2022</title>
diff --git a/blog/tags/community/index.html b/blog/tags/community/index.html
index 143112328b..4cb6dc117d 100644
--- a/blog/tags/community/index.html
+++ b/blog/tags/community/index.html
@@ -35,7 +35,7 @@
   <meta itemprop="name" content="Community">
   <meta itemprop="description" content="Platform created by the community to 
programmatically author, schedule and monitor workflows.">
   <meta itemprop="datePublished" content="2026-03-19T00:00:00+00:00">
-  <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="image" content="/images/feature-image.png">
 
 
diff --git a/blog/tags/community/index.xml b/blog/tags/community/index.xml
index 57b39e6c2f..aa28dfb0a1 100644
--- a/blog/tags/community/index.xml
+++ b/blog/tags/community/index.xml
@@ -6,7 +6,7 @@
     <description>Recent content in Community on Apache Airflow</description>
     <generator>Hugo</generator>
     <language>en</language>
-    <lastBuildDate>Sun, 22 Mar 2026 23:51:10 +0100</lastBuildDate>
+    <lastBuildDate>Sun, 22 Mar 2026 23:22:04 -0600</lastBuildDate>
     <atom:link href="/blog/tags/community/index.xml" rel="self" 
type="application/rss+xml" />
     <item>
       <title>Introducing the Apache Airflow Registry</title>
diff --git a/blog/tags/development/index.html b/blog/tags/development/index.html
index 5d7ef4ccf4..7b04252e5b 100644
--- a/blog/tags/development/index.html
+++ b/blog/tags/development/index.html
@@ -35,7 +35,7 @@
   <meta itemprop="name" content="Development">
   <meta itemprop="description" content="Platform created by the community to 
programmatically author, schedule and monitor workflows.">
   <meta itemprop="datePublished" content="2019-11-22T00:00:00+00:00">
-  <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="image" content="/images/feature-image.png">
 
 
diff --git a/blog/tags/development/index.xml b/blog/tags/development/index.xml
index 4623691365..8cdba72f72 100644
--- a/blog/tags/development/index.xml
+++ b/blog/tags/development/index.xml
@@ -6,7 +6,7 @@
     <description>Recent content in Development on Apache Airflow</description>
     <generator>Hugo</generator>
     <language>en</language>
-    <lastBuildDate>Sun, 22 Mar 2026 23:51:10 +0100</lastBuildDate>
+    <lastBuildDate>Sun, 22 Mar 2026 23:22:04 -0600</lastBuildDate>
     <atom:link href="/blog/tags/development/index.xml" rel="self" 
type="application/rss+xml" />
     <item>
       <title>Documenting using local development environment</title>
diff --git a/blog/tags/documentation/index.html 
b/blog/tags/documentation/index.html
index 4a9bdac6c8..d255c9d8ea 100644
--- a/blog/tags/documentation/index.html
+++ b/blog/tags/documentation/index.html
@@ -35,7 +35,7 @@
   <meta itemprop="name" content="Documentation">
   <meta itemprop="description" content="Platform created by the community to 
programmatically author, schedule and monitor workflows.">
   <meta itemprop="datePublished" content="2019-12-20T00:00:00+00:00">
-  <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="image" content="/images/feature-image.png">
 
 
diff --git a/blog/tags/documentation/index.xml 
b/blog/tags/documentation/index.xml
index 19487d3adf..ffea2ee62a 100644
--- a/blog/tags/documentation/index.xml
+++ b/blog/tags/documentation/index.xml
@@ -6,7 +6,7 @@
     <description>Recent content in Documentation on Apache 
Airflow</description>
     <generator>Hugo</generator>
     <language>en</language>
-    <lastBuildDate>Sun, 22 Mar 2026 23:51:10 +0100</lastBuildDate>
+    <lastBuildDate>Sun, 22 Mar 2026 23:22:04 -0600</lastBuildDate>
     <atom:link href="/blog/tags/documentation/index.xml" rel="self" 
type="application/rss+xml" />
     <item>
       <title>Experience in Google Season of Docs 2019 with Apache 
Airflow</title>
diff --git a/blog/tags/release/index.html b/blog/tags/release/index.html
index 6ae4368355..3c11e38e1a 100644
--- a/blog/tags/release/index.html
+++ b/blog/tags/release/index.html
@@ -35,7 +35,7 @@
   <meta itemprop="name" content="Release">
   <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="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="image" content="/images/feature-image.png">
 
 
diff --git a/blog/tags/release/index.xml b/blog/tags/release/index.xml
index d8ad092bed..5138f63977 100644
--- a/blog/tags/release/index.xml
+++ b/blog/tags/release/index.xml
@@ -6,7 +6,7 @@
     <description>Recent content in Release on Apache Airflow</description>
     <generator>Hugo</generator>
     <language>en</language>
-    <lastBuildDate>Sun, 22 Mar 2026 23:51:10 +0100</lastBuildDate>
+    <lastBuildDate>Sun, 22 Mar 2026 23:22:04 -0600</lastBuildDate>
     <atom:link href="/blog/tags/release/index.xml" rel="self" 
type="application/rss+xml" />
     <item>
       <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 1fcb246f38..2714044878 100644
--- a/blog/tags/rest-api/index.html
+++ 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="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <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 d451f511e8..600b2fc7a6 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>Sun, 22 Mar 2026 23:51:10 +0100</lastBuildDate>
+    <lastBuildDate>Sun, 22 Mar 2026 23:22:04 -0600</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 8d7746e569..1531879973 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="2026-01-22T00:00:00+00:00">
-  <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="image" content="/images/feature-image.png">
 
 
diff --git a/blog/tags/survey/index.xml b/blog/tags/survey/index.xml
index 00da222c2c..4e1b75a026 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>Sun, 22 Mar 2026 23:51:10 +0100</lastBuildDate>
+    <lastBuildDate>Sun, 22 Mar 2026 23:22:04 -0600</lastBuildDate>
     <atom:link href="/blog/tags/survey/index.xml" rel="self" 
type="application/rss+xml" />
     <item>
       <title>Airflow Survey 2025</title>
diff --git a/blog/tags/users/index.html b/blog/tags/users/index.html
index 76329cc356..4f0e7266de 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="2026-01-22T00:00:00+00:00">
-  <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="image" content="/images/feature-image.png">
 
 
diff --git a/blog/tags/users/index.xml b/blog/tags/users/index.xml
index 8391f9e3a5..ec86925d6a 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>Sun, 22 Mar 2026 23:51:10 +0100</lastBuildDate>
+    <lastBuildDate>Sun, 22 Mar 2026 23:22:04 -0600</lastBuildDate>
     <atom:link href="/blog/tags/users/index.xml" rel="self" 
type="application/rss+xml" />
     <item>
       <title>Airflow Survey 2025</title>
diff --git a/blog/tags/vulnerabilities/index.html 
b/blog/tags/vulnerabilities/index.html
index d4b51dd79f..aae455a947 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="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="image" content="/images/feature-image.png">
 
 
diff --git a/blog/tags/vulnerabilities/index.xml 
b/blog/tags/vulnerabilities/index.xml
index fd4a07c886..c5bdfaaeb7 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>Sun, 22 Mar 2026 23:51:10 +0100</lastBuildDate>
+    <lastBuildDate>Sun, 22 Mar 2026 23:22:04 -0600</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 0008b61798..bb4c8be9ff 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="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="wordCount" content="1576">
   <meta itemprop="image" content="/images/feature-image.png">
 
diff --git a/community/index.html b/community/index.html
index bd13a7fe02..1e0ff4494d 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="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="wordCount" content="560">
   <meta itemprop="image" content="/images/feature-image.png">
 
diff --git a/community/resources/index.html b/community/resources/index.html
index 73ce6a190a..132e19cf83 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="2026-03-22T23:51:10+01:00">
+    <meta property="article:modified_time" content="2026-03-22T23:22:04-06:00">
     <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 Logo SVGs (light): Horizontal, 
Small, Icon Logo SVGs (dark): Horizontal, Small, Icon Brandbook Drawio Diagrams 
Lucidchart Diagrams Promo stuff Proposed Logo Redesign">
-  <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="wordCount" content="43">
   <meta itemprop="image" content="/images/feature-image.png">
 
diff --git a/docs/index.html b/docs/index.html
index df71f2721c..95d1782770 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="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="wordCount" content="587">
   <meta itemprop="image" content="/images/feature-image.png">
 
diff --git a/ecosystem/index.html b/ecosystem/index.html
index a274fa64b7..6c44df2c89 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="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="wordCount" content="2258">
   <meta itemprop="image" content="/images/feature-image.png">
 
diff --git a/index.html b/index.html
index cd0ff024e6..ffebe28626 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="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="image" content="/images/feature-image.png">
 
 
diff --git a/index.yaml b/index.yaml
index fc650c62ea..b182f4dd80 100644
--- a/index.yaml
+++ b/index.yaml
@@ -210,7 +210,7 @@ entries:
     - https://github.com/apache/airflow
     type: application
     urls:
-    - https://downloads.apache.org/airflow/helm-chart/1.20.0/airflow-1.20.0.tgz
+    - 
https://dist.apache.org/repos/dist/release/airflow/helm-chart/1.20.0/airflow-1.20.0.tgz
     version: 1.20.0
   - annotations:
       artifacthub.io/changes: |
diff --git a/meetups/index.html b/meetups/index.html
index 6c97a51a83..3a134c0fe8 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="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="image" content="/images/feature-image.png">
 
 
diff --git a/privacy-notice/index.html b/privacy-notice/index.html
index 6dca480930..d763156886 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="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="wordCount" content="13">
   <meta itemprop="image" content="/images/feature-image.png">
 
diff --git a/roadmap/index.html b/roadmap/index.html
index b8b54b50be..a395c48c7b 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="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="wordCount" content="734">
   <meta itemprop="image" content="/images/feature-image.png">
 
diff --git a/search/index.html b/search/index.html
index edccc24560..078eba6225 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="2026-03-22T23:51:10+01:00">
+    <meta property="article:modified_time" content="2026-03-22T23:22:04-06:00">
     <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="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="image" content="/images/feature-image.png">
 
 
diff --git a/sitemap.xml b/sitemap.xml
index 7df118fb3d..e618d061d7 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -3,239 +3,239 @@
   xmlns:xhtml="http://www.w3.org/1999/xhtml";>
   <url>
     <loc>/docs/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/tags/community/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/airflow-registry/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/tags/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/airflow-survey-2025/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/tags/survey/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/tags/users/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/airflowctl-0.1.0/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/tags/release/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/airflow-3.1.0/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/airflow-three-point-oh-is-here/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/airflow-survey-2024/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/airflow-2.10.0/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/airflow-2.9.0/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/tags/vulnerabilities/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/fab-oid-vulnerability/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/airflow-2.8.0/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/airflow-survey-2023/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/airflow-2.7.0/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/introducing_setup_teardown/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/airflow-2.6.0/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/airflow-2.5.0/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/airflow-2.4.0/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/airflow-survey-2022/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/tags/airflow-summit/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/airflow_summit_2022/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/airflow-2.3.0/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/airflow-2.2.0/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/airflow_summit_2021/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/airflow-survey-2020/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/airflow-two-point-oh-is-here/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/experience-with-airflow-as-an-outreachy-intern/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/airflow-1.10.12/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/apache-airflow-for-newcomers/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/announcements/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/implementing-stable-api-for-apache-airflow/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/tags/rest-api/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/airflow-1.10.10/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/airflow-1.10.8-1.10.9/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/tags/documentation/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     
<loc>/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/airflow-survey/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/announcing-new-website/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     
<loc>/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/tags/development/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/documenting-using-local-development-environments/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/its-a-breeze-to-develop-apache-airflow/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/community/resources/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/survey/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/use-cases/adjoe/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/use-cases/adobe/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/use-cases/adyen/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/use-cases/big-fish-games/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blocktype/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blog/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/use-cases/business_operations/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/categories/</loc>
   </url><url>
     <loc>/code-of-conduct/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/community/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/use-cases/dish/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/ecosystem/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/use-cases/etl_analytics/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/use-cases/experity/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/use-cases/infrastructure-management/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/meetups/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/use-cases/mlops/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/use-cases/onefootball/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/use-cases/plarium-krasnodar/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/privacy-notice/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/use-cases/suse/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/roadmap/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/search/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/use-cases/seniorlink/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/use-cases/sift/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/use-cases/snapp/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blocktype/testimonial/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/use-cases/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url><url>
     <loc>/blocktype/use-case/</loc>
-    <lastmod>2026-03-22T23:51:10+01:00</lastmod>
+    <lastmod>2026-03-22T23:22:04-06:00</lastmod>
   </url>
 </urlset>
diff --git a/survey/index.html b/survey/index.html
index 8381ef6cdb..a6692afb8d 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="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="wordCount" content="12">
   <meta itemprop="image" content="/images/feature-image.png">
 
diff --git a/tags/index.html b/tags/index.html
index d36a85a40d..7f2bca4859 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="2026-03-19T00:00:00+00:00">
-  <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="image" content="/images/feature-image.png">
 
 
diff --git a/tags/index.xml b/tags/index.xml
index ec58dc1a5c..50b681d3d6 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>Sun, 22 Mar 2026 23:51:10 +0100</lastBuildDate>
+    <lastBuildDate>Sun, 22 Mar 2026 23:22:04 -0600</lastBuildDate>
     <atom:link href="/tags/index.xml" rel="self" type="application/rss+xml" />
     <item>
       <title>Community</title>
diff --git a/use-cases/adjoe/index.html b/use-cases/adjoe/index.html
index bf25df9336..ca64678657 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="2026-03-22T23:51:10+01:00">
+    <meta property="article:modified_time" content="2026-03-22T23:22:04-06:00">
     <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="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <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 549f010e8e..7a724af3e2 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="2026-03-22T23:51:10+01:00">
+    <meta property="article:modified_time" content="2026-03-22T23:22:04-06:00">
     <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="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <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 fdee97db2b..f1525ae745 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="2026-03-22T23:51:10+01:00">
+    <meta property="article:modified_time" content="2026-03-22T23:22:04-06:00">
     <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="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <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 d517815ac6..6581ef0a0d 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="2026-03-22T23:51:10+01:00">
+    <meta property="article:modified_time" content="2026-03-22T23:22:04-06:00">
     <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="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <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 f23bb6036b..60a0e020af 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="2026-03-22T23:51:10+01:00">
+    <meta property="article:modified_time" content="2026-03-22T23:22:04-06:00">
     <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="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="wordCount" content="425">
   <meta itemprop="image" content="/images/feature-image.png">
   <meta itemprop="keywords" content="Use-Case">
diff --git a/use-cases/dish/index.html b/use-cases/dish/index.html
index c6d746d128..d4c10a8e3f 100644
--- a/use-cases/dish/index.html
+++ b/use-cases/dish/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="2026-03-22T23:51:10+01:00">
+    <meta property="article:modified_time" content="2026-03-22T23:22:04-06:00">
     <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 [...]
-  <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="wordCount" content="248">
   <meta itemprop="image" content="/images/feature-image.png">
   <meta itemprop="keywords" content="Testimonial">
diff --git a/use-cases/etl_analytics/index.html 
b/use-cases/etl_analytics/index.html
index 5db1d41404..30b2b023e9 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="2026-03-22T23:51:10+01:00">
+    <meta property="article:modified_time" content="2026-03-22T23:22:04-06:00">
     <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="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <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 63664c5559..a75d5bee43 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="2026-03-22T23:51:10+01:00">
+    <meta property="article:modified_time" content="2026-03-22T23:22:04-06:00">
     <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="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <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 7e71d58d7f..584d4f05a0 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="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="image" content="/images/feature-image.png">
 
 
diff --git a/use-cases/infrastructure-management/index.html 
b/use-cases/infrastructure-management/index.html
index 4715c93930..00b8c03f98 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="2026-03-22T23:51:10+01:00">
+    <meta property="article:modified_time" content="2026-03-22T23:22:04-06:00">
     <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="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <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 6475b4ab66..2c69a50114 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="2026-03-22T23:51:10+01:00">
+    <meta property="article:modified_time" content="2026-03-22T23:22:04-06:00">
     <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="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <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 7573a54ae3..2f8a0d11cd 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="2026-03-22T23:51:10+01:00">
+    <meta property="article:modified_time" content="2026-03-22T23:22:04-06:00">
     <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.">
-  <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="wordCount" content="294">
   <meta itemprop="image" content="/images/feature-image.png">
   <meta itemprop="keywords" content="Testimonial">
diff --git a/use-cases/plarium-krasnodar/index.html 
b/use-cases/plarium-krasnodar/index.html
index c70d113784..fc3e84f987 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="2026-03-22T23:51:10+01:00">
+    <meta property="article:modified_time" content="2026-03-22T23:22:04-06:00">
     <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 [...]
-  <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="wordCount" content="257">
   <meta itemprop="image" content="/images/feature-image.png">
   <meta itemprop="keywords" content="Testimonial">
diff --git a/use-cases/seniorlink/index.html b/use-cases/seniorlink/index.html
index aee8479a25..a6b841c6b8 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="2026-03-22T23:51:10+01:00">
+    <meta property="article:modified_time" content="2026-03-22T23:22:04-06:00">
     <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="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="wordCount" content="400">
   <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 bb0102458b..3082539020 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="2026-03-22T23:51:10+01:00">
+    <meta property="article:modified_time" content="2026-03-22T23:22:04-06:00">
     <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="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <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 45e5418fdc..5e7e56f58b 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="2026-03-22T23:51:10+01:00">
+    <meta property="article:modified_time" content="2026-03-22T23:22:04-06:00">
     <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.">
-  <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="wordCount" content="641">
   <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 be109833fb..e0864fa489 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">
   <meta property="og:type" content="article">
     <meta property="article:section" content="use-cases">
-    <meta property="article:modified_time" content="2026-03-22T23:51:10+01:00">
+    <meta property="article:modified_time" content="2026-03-22T23:22:04-06:00">
     <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.">
-  <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
+  <meta itemprop="dateModified" content="2026-03-22T23:22:04-06:00">
   <meta itemprop="wordCount" content="361">
   <meta itemprop="image" content="/images/feature-image.png">
   <meta itemprop="keywords" content="Testimonial">

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