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new e885dbb98a Docs updated via
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e885dbb98a is described below
commit e885dbb98a3453db64a36cf6d7a581a6a44fd327
Author: GitHub Actions <[email protected]>
AuthorDate: Sun Dec 14 12:01:19 2025 +0000
Docs updated via refs/heads/main:ff3b68c5a79962c7bb5a92c7a73da9e8e131e751
---
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 +-
blog/airflow-1.10.12/index.html | 4 +-
blog/airflow-1.10.8-1.10.9/index.html | 4 +-
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blog/airflow-survey-2022/index.html | 4 +-
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blog/airflowctl-0.1.0/index.html | 4 +-
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blog/apache-airflow-for-newcomers/index.html | 4 +-
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blog/fab-oid-vulnerability/index.html | 4 +-
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blog/index.html | 2 +-
blog/introducing_setup_teardown/index.html | 4 +-
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77 files changed, 209 insertions(+), 209 deletions(-)
diff --git a/announcements/index.html b/announcements/index.html
index b680f4e03d..e79336825c 100644
--- a/announcements/index.html
+++ b/announcements/index.html
@@ -53,7 +53,7 @@ December 10, 2025 We’ve just released Apache Airflow 3.1.4
and Task SDK 1.1.4
📦 PyPI: https://pypi.org/project/apache-airflow/3.1.4/ 📚 Docs:
https://airflow.apache.org/docs/apache-airflow/3.1.4/ 🛠 Release Notes:
https://airflow.apache.org/docs/apache-airflow/3.1.4/release_notes.html 🐳
Docker Image: “docker pull apache/airflow:3.1.4” 🚏 Constraints:
https://github.com/apache/airflow/tree/constraints-3.1.4
Thanks to all the contributors who made this possible.">
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<meta property="og:image" content="/blog/airflow-3.1.0/images/3.1.0.jpg">
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<meta itemprop="datePublished" content="2025-09-25T00:00:00+00:00">
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b/blog/airflow-survey-2020/index.html
index f828107fd4..a7675bdb14 100644
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<meta itemprop="datePublished" content="2021-03-09T00:00:00+00:00">
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b/blog/airflow-survey-2022/index.html
index f693056b91..4cbb199f1a 100644
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<meta itemprop="datePublished" content="2022-06-17T00:00:00+00:00">
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b/blog/airflow-survey-2023/index.html
index af8daaa25a..2ff552f4eb 100644
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<meta itemprop="description" content="Airflow 2 has seen rapid adoption,
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advance.">
<meta itemprop="datePublished" content="2023-09-21T00:00:00+00:00">
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b/blog/airflow-survey-2024/index.html
index db350130e8..cb19f193b8 100644
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<meta itemprop="datePublished" content="2025-02-27T00:00:00+00:00">
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index ff9742eaeb..9cb3bb7037 100644
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b/blog/airflow-three-point-oh-is-here/index.html
index f5a16704d2..0a9e6e86a2 100644
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index 64bbcfaede..9f8b737470 100644
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b/blog/airflow_summit_2021/index.html
index 2cbeda9528..ed6eb3ff18 100644
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index 8b2097666d..dabacb4776 100644
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index a4d03d0483..2db760006e 100644
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<meta itemprop="name" content="Apache Airflow CTL aka airflowctl 0.1.0">
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<meta itemprop="datePublished" content="2025-10-15T00:00:00+00:00">
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b/blog/announcing-new-website/index.html
index 887ff08993..1e822a1c2d 100644
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- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
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b/blog/apache-airflow-for-newcomers/index.html
index 7ebe5ea457..ec28b91824 100644
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@@ -40,7 +40,7 @@ Authoring Workflow in Apache Airflow. Airflow makes it easy
to author workflows
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
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content="2020-08-17T00:00:00+00:00">
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the other hand, is the process of planning, controlling, and optimizing when a
particular task should be done.
Authoring Workflow in Apache Airflow. Airflow makes it easy to author
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index 50b12f761c..bbc95746cd 100644
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a/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/index.html
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<meta itemprop="datePublished" content="2019-11-22T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
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b/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/index.html
index 3d555a1e63..6f7b945068 100644
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@@ -40,7 +40,7 @@ About Me I have been writing tech articles on medium as well
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b/blog/experience-with-airflow-as-an-outreachy-intern/index.html
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--- a/blog/experience-with-airflow-as-an-outreachy-intern/index.html
+++ b/blog/experience-with-airflow-as-an-outreachy-intern/index.html
@@ -40,7 +40,7 @@ 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="2025-12-14T13:31:26+05:30">
+ <meta property="article:modified_time" content="2025-12-14T17:28:29+05:30">
<meta property="article:tag" content="Community">
<meta property="og:image" content="/images/feature-image.png">
@@ -48,7 +48,7 @@ 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="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<meta itemprop="wordCount" content="528">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Community">
diff --git a/blog/fab-oid-vulnerability/index.html
b/blog/fab-oid-vulnerability/index.html
index 4bc1d2b983..f1bcaa1cdd 100644
--- a/blog/fab-oid-vulnerability/index.html
+++ b/blog/fab-oid-vulnerability/index.html
@@ -39,14 +39,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2024-02-26T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-14T13:31:26+05:30">
+ <meta property="article:modified_time" content="2025-12-14T17:28:29+05:30">
<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="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<meta itemprop="wordCount" content="638">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Vulnerabilities">
diff --git a/blog/implementing-stable-api-for-apache-airflow/index.html
b/blog/implementing-stable-api-for-apache-airflow/index.html
index 4138c8b88b..e88df99fb3 100644
--- a/blog/implementing-stable-api-for-apache-airflow/index.html
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@@ -39,14 +39,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2020-07-19T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-14T13:31:26+05:30">
+ <meta property="article:modified_time" content="2025-12-14T17:28:29+05:30">
<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'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="2025-12-14T13:31:26+05:30">
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<meta itemprop="wordCount" content="703">
<meta itemprop="image" content="/images/feature-image.png">
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diff --git a/blog/index.html b/blog/index.html
index 31f15a9dab..4b9a0b137f 100644
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<meta itemprop="description" content="Platform created by the community to
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- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/introducing_setup_teardown/index.html
b/blog/introducing_setup_teardown/index.html
index e7a16a01d4..bdd6399062 100644
--- a/blog/introducing_setup_teardown/index.html
+++ b/blog/introducing_setup_teardown/index.html
@@ -39,13 +39,13 @@
<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="2025-12-14T13:31:26+05:30">
+ <meta property="article:modified_time" content="2025-12-14T17:28:29+05:30">
<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="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<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 e78e3d4f09..466ea64417 100644
--- a/blog/its-a-breeze-to-develop-apache-airflow/index.html
+++ b/blog/its-a-breeze-to-develop-apache-airflow/index.html
@@ -39,14 +39,14 @@
<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="2025-12-14T13:31:26+05:30">
+ <meta property="article:modified_time" content="2025-12-14T17:28:29+05:30">
<meta property="article:tag" content="Development">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="It's a "Breeze" to develop Apache
Airflow">
<meta itemprop="description" content="A Principal Software Engineer'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="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<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 a9bcb0bd9f..4b9714a83e 100644
--- a/blog/tags/airflow-summit/index.html
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@@ -43,7 +43,7 @@
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<meta itemprop="description" content="Platform created by the community to
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<meta itemprop="datePublished" content="2022-05-16T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/community/index.html b/blog/tags/community/index.html
index 250e5cd17b..b221d6355e 100644
--- a/blog/tags/community/index.html
+++ b/blog/tags/community/index.html
@@ -43,7 +43,7 @@
<meta itemprop="name" content="Community">
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<meta itemprop="datePublished" content="2025-02-27T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/development/index.html b/blog/tags/development/index.html
index fe71c2f37a..a82f8a447b 100644
--- a/blog/tags/development/index.html
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<meta itemprop="datePublished" content="2019-11-22T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/documentation/index.html
b/blog/tags/documentation/index.html
index cf96ebccb6..2d8c1657f3 100644
--- a/blog/tags/documentation/index.html
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<meta itemprop="name" content="Documentation">
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- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/release/index.html b/blog/tags/release/index.html
index cc50395061..0c9fbc2437 100644
--- a/blog/tags/release/index.html
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@@ -43,7 +43,7 @@
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<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
<meta itemprop="datePublished" content="2025-10-15T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/rest-api/index.html b/blog/tags/rest-api/index.html
index e30ab104be..e72f011329 100644
--- a/blog/tags/rest-api/index.html
+++ b/blog/tags/rest-api/index.html
@@ -43,7 +43,7 @@
<meta itemprop="name" content="REST API">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
<meta itemprop="datePublished" content="2020-07-19T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/survey/index.html b/blog/tags/survey/index.html
index 7254ac3514..0eb874268a 100644
--- a/blog/tags/survey/index.html
+++ b/blog/tags/survey/index.html
@@ -43,7 +43,7 @@
<meta itemprop="name" content="Survey">
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programmatically author, schedule and monitor workflows.">
<meta itemprop="datePublished" content="2025-02-27T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/users/index.html b/blog/tags/users/index.html
index 32048fa3eb..62d855a354 100644
--- a/blog/tags/users/index.html
+++ b/blog/tags/users/index.html
@@ -43,7 +43,7 @@
<meta itemprop="name" content="Users">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
<meta itemprop="datePublished" content="2025-02-27T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/vulnerabilities/index.html
b/blog/tags/vulnerabilities/index.html
index c57e77b199..403126dc63 100644
--- a/blog/tags/vulnerabilities/index.html
+++ b/blog/tags/vulnerabilities/index.html
@@ -43,7 +43,7 @@
<meta itemprop="name" content="Vulnerabilities">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
<meta itemprop="datePublished" content="2024-02-26T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/code-of-conduct/index.html b/code-of-conduct/index.html
index 4d4487d510..1162763e1b 100644
--- a/code-of-conduct/index.html
+++ b/code-of-conduct/index.html
@@ -44,7 +44,7 @@ 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+ members and continues to grow. Because this community is run by the
very practitioners who build in Airflow daily, our members feel a sense of
camaraderie, ownership, and comfortability here. ">
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<meta itemprop="wordCount" content="1576">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/community/index.html b/community/index.html
index 8be0023004..a92d62273d 100644
--- a/community/index.html
+++ b/community/index.html
@@ -42,7 +42,7 @@
<meta itemprop="name" content="Community">
<meta itemprop="description" content=" Want to contribute? Join the Dev list
The Dev list is the preferred channel for announcements, proposals and votes.
Manage your subscription: ">
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<meta itemprop="wordCount" content="560">
<meta itemprop="image" content="/images/feature-image.png">
@@ -416,7 +416,7 @@
-<details class="accordion" open>
+<details class="accordion" >
<summary>
<div class="accordion__arrow">
<svg xmlns="http://www.w3.org/2000/svg"; width="18.904"
height="11.451"><path d="M16.905 1.414 9.452 8.867 1.999 1.414l-.585.585 7.453
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stroke="#017cee" stroke-width="2"/></svg>
@@ -456,7 +456,7 @@
-<details class="accordion" open>
+<details class="accordion" >
<summary>
<div class="accordion__arrow">
<svg xmlns="http://www.w3.org/2000/svg"; width="18.904"
height="11.451"><path d="M16.905 1.414 9.452 8.867 1.999 1.414l-.585.585 7.453
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stroke="#017cee" stroke-width="2"/></svg>
@@ -565,7 +565,7 @@
-<details class="accordion" open>
+<details class="accordion" >
<summary>
<div class="accordion__arrow">
<svg xmlns="http://www.w3.org/2000/svg"; width="18.904"
height="11.451"><path d="M16.905 1.414 9.452 8.867 1.999 1.414l-.585.585 7.453
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stroke="#017cee" stroke-width="2"/></svg>
@@ -3036,7 +3036,7 @@
-<details class="accordion" open>
+<details class="accordion" >
<summary>
<div class="accordion__arrow">
<svg xmlns="http://www.w3.org/2000/svg"; width="18.904"
height="11.451"><path d="M16.905 1.414 9.452 8.867 1.999 1.414l-.585.585 7.453
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stroke="#017cee" stroke-width="2"/></svg>
@@ -3076,7 +3076,7 @@
-<details class="accordion" open>
+<details class="accordion" >
<summary>
<div class="accordion__arrow">
<svg xmlns="http://www.w3.org/2000/svg"; width="18.904"
height="11.451"><path d="M16.905 1.414 9.452 8.867 1.999 1.414l-.585.585 7.453
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stroke="#017cee" stroke-width="2"/></svg>
@@ -3185,7 +3185,7 @@
-<details class="accordion" open>
+<details class="accordion" >
<summary>
<div class="accordion__arrow">
<svg xmlns="http://www.w3.org/2000/svg"; width="18.904"
height="11.451"><path d="M16.905 1.414 9.452 8.867 1.999 1.414l-.585.585 7.453
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diff --git a/community/resources/index.html b/community/resources/index.html
index d39c56488a..906b56374c 100644
--- a/community/resources/index.html
+++ b/community/resources/index.html
@@ -38,12 +38,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="community">
- <meta property="article:modified_time" content="2025-12-14T13:31:26+05:30">
+ <meta property="article:modified_time" content="2025-12-14T17:28:29+05:30">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Apache Airflow">
<meta itemprop="description" content=" Promo Materials Download official
Apache Airflow branding materials, including logos and banners, to accurately
represent and promote the project. Airflow logos Brandbook Drawio Diagrams
Lucidchart Diagrams Promo stuff Proposed Logo Redesign ">
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<meta itemprop="wordCount" content="31">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/docs/index.html b/docs/index.html
index c6859fe37d..e562abef3a 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -44,7 +44,7 @@ Apache Airflow CTL (airflowctl) Apache Airflow CTL
(airflowctl) is a command-lin
<meta itemprop="name" content="Documentation">
<meta itemprop="description" content="Documentation Apache Airflow® Apache
Airflow Core, which includes webserver, scheduler, CLI and other components
that are needed for minimal Airflow installation. Read the documentation »
Apache Airflow CTL (airflowctl) Apache Airflow CTL (airflowctl) is a
command-line interface (CLI) for Apache Airflow that interacts exclusively with
the Airflow REST API. It provides a secure, auditable, and consistent way to
manage Airflow deployments — without direct access to the metadata database.
Read the documentation »">
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<meta itemprop="wordCount" content="586">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/ecosystem/index.html b/ecosystem/index.html
index b788bbd187..e622ac7c60 100644
--- a/ecosystem/index.html
+++ b/ecosystem/index.html
@@ -44,7 +44,7 @@ If you would you like to be included on this page, please
reach out to the Apach
<meta itemprop="name" content="Ecosystem">
<meta itemprop="description" content=" Ecosystem These resources and
services are not maintained, nor endorsed by the Apache Airflow® Community and
Apache Airflow project (maintained by the Committers and the Airflow PMC). Use
them at your sole discretion. The community does not verify the licences nor
validity of those tools, so it’s your responsibility to verify them.
If you would you like to be included on this page, please reach out to the
Apache Airflow dev or user mailing list and let us know or simply open a Pull
Request to that page.">
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<meta itemprop="wordCount" content="2045">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/index.html b/index.html
index 8b5b742a98..7b191442c0 100644
--- a/index.html
+++ b/index.html
@@ -42,7 +42,7 @@
<meta itemprop="name" content="Home">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/meetups/index.html b/meetups/index.html
index 8b1608f0d2..b0ec63b882 100644
--- a/meetups/index.html
+++ b/meetups/index.html
@@ -42,7 +42,7 @@
<meta itemprop="name" content="Meetups">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/privacy-notice/index.html b/privacy-notice/index.html
index fd8ff3d073..b20ba7d33c 100644
--- a/privacy-notice/index.html
+++ b/privacy-notice/index.html
@@ -42,7 +42,7 @@
<meta itemprop="name" content="Privacy notice">
<meta itemprop="description" content="Privacy Notice The website follows the
Privacy Policy of the Apache Software Foundation.">
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<meta itemprop="wordCount" content="13">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/roadmap/index.html b/roadmap/index.html
index e26d2bba69..14d6a36a95 100644
--- a/roadmap/index.html
+++ b/roadmap/index.html
@@ -44,7 +44,7 @@
<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: "Roadmap" linkTitle: "Roadmap" showSideNav: false
menu: main: weight: 15 --- Primary Heading A One thing to wrap your head around
(it may not be very intuitive for everyone at first) is that this Airflow
Python script is really just a configuration file specifying the DAG’s
structure as code. The actual tasks defined here will run in a different
context from the context of this script. Different tasks run on different
workers at different points in time, which [...]
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<meta itemprop="wordCount" content="734">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/search/index.html b/search/index.html
index 2967354b42..23c54d40a8 100644
--- a/search/index.html
+++ b/search/index.html
@@ -37,12 +37,12 @@
<meta property="og:description" content="Platform created by the community
to programmatically author, schedule and monitor workflows.">
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
- <meta property="article:modified_time" content="2025-12-14T13:31:26+05:30">
+ <meta property="article:modified_time" content="2025-12-14T17:28:29+05:30">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Search Results">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/sitemap.xml b/sitemap.xml
index 67592a541e..5b4b38904d 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -3,233 +3,233 @@
xmlns:xhtml="http://www.w3.org/1999/xhtml";>
<url>
<loc>/docs/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/airflowctl-0.1.0/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/tags/release/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/tags/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/airflow-3.1.0/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/airflow-three-point-oh-is-here/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/airflow-survey-2024/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/tags/community/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/tags/survey/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/tags/users/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/airflow-2.10.0/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/airflow-2.9.0/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/tags/vulnerabilities/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/fab-oid-vulnerability/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/airflow-2.8.0/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/airflow-survey-2023/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/airflow-2.7.0/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/introducing_setup_teardown/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/airflow-2.6.0/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/airflow-2.5.0/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/airflow-2.4.0/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/airflow-survey-2022/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/tags/airflow-summit/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/airflow_summit_2022/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/airflow-2.3.0/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/airflow-2.2.0/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/airflow_summit_2021/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/airflow-survey-2020/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/airflow-two-point-oh-is-here/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/experience-with-airflow-as-an-outreachy-intern/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/airflow-1.10.12/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/apache-airflow-for-newcomers/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/announcements/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/implementing-stable-api-for-apache-airflow/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/tags/rest-api/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/airflow-1.10.10/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/airflow-1.10.8-1.10.9/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/tags/documentation/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/airflow-survey/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/announcing-new-website/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/tags/development/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/documenting-using-local-development-environments/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/its-a-breeze-to-develop-apache-airflow/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/community/resources/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/survey/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/use-cases/adjoe/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/use-cases/adobe/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/use-cases/adyen/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/use-cases/big-fish-games/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blocktype/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blog/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/use-cases/business_operations/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/categories/</loc>
</url><url>
<loc>/code-of-conduct/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/community/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/use-cases/dish/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/ecosystem/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/use-cases/etl_analytics/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/use-cases/experity/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/use-cases/infrastructure-management/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/meetups/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/use-cases/mlops/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/use-cases/onefootball/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/use-cases/plarium-krasnodar/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/privacy-notice/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/use-cases/suse/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/roadmap/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/search/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/use-cases/seniorlink/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/use-cases/sift/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/use-cases/snapp/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blocktype/testimonial/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/use-cases/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url><url>
<loc>/blocktype/use-case/</loc>
- <lastmod>2025-12-14T13:31:26+05:30</lastmod>
+ <lastmod>2025-12-14T17:28:29+05:30</lastmod>
</url>
</urlset>
diff --git a/survey/index.html b/survey/index.html
index 737353a673..b057d95e1b 100644
--- a/survey/index.html
+++ b/survey/index.html
@@ -42,7 +42,7 @@
<meta itemprop="name" content="Apache Airflow">
<meta itemprop="description" content="<!DOCTYPE html> Redirecting...
If you are not redirected automatically, please click here. ">
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<meta itemprop="wordCount" content="12">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/tags/index.html b/tags/index.html
index 3695c67175..78b8c40f7e 100644
--- a/tags/index.html
+++ b/tags/index.html
@@ -43,7 +43,7 @@
<meta itemprop="name" content="Tags">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
<meta itemprop="datePublished" content="2025-10-15T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/use-cases/adjoe/index.html b/use-cases/adjoe/index.html
index ce4ccee1b3..c144a6dcaf 100644
--- a/use-cases/adjoe/index.html
+++ b/use-cases/adjoe/index.html
@@ -39,13 +39,13 @@ How did Apache Airflow help to solve this problem? With the
creation of a new AW
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-14T13:31:26+05:30">
+ <meta property="article:modified_time" content="2025-12-14T17:28:29+05:30">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="adjoe">
<meta itemprop="description" content="What was the problem? Before adopting
Airflow at adjoe, we handled job scheduling in two main ways: by setting up
Kubernetes cronjobs or building AWS Lambda functions. While both approaches had
their benefits, they also came with limitations, especially when it came to
managing more complex workloads. As our data science teams needs evolved, it
became clear that we needed a more robust and flexible orchestration tool.
How did Apache Airflow help to solve this problem? With the creation of a new
AWS environment for the data science teams, we introduced Airflow on Kubernetes
as our primary orchestration solution, addressing both stability and
scalability requirements.">
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<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 847e3afcff..e9d5efeb6a 100644
--- a/use-cases/adobe/index.html
+++ b/use-cases/adobe/index.html
@@ -38,12 +38,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-14T13:31:26+05:30">
+ <meta property="article:modified_time" content="2025-12-14T17:28:29+05:30">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Adobe">
<meta itemprop="description" content="What was the problem? Modern big data
platforms need sophisticated data pipelines connecting to many backend services
enabling complex workflows. These workflows need to be deployed, monitored, and
run either on regular schedules or triggered by external events. Adobe
Experience Platform component services architected and built an orchestration
service to enable their users to author, schedule, and monitor complex
hierarchical (including sequential [...]
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<meta itemprop="wordCount" content="251">
<meta itemprop="image" content="/images/feature-image.png">
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diff --git a/use-cases/adyen/index.html b/use-cases/adyen/index.html
index 2ad9e1ad16..6f0d79ae61 100644
--- a/use-cases/adyen/index.html
+++ b/use-cases/adyen/index.html
@@ -38,12 +38,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-14T13:31:26+05:30">
+ <meta property="article:modified_time" content="2025-12-14T17:28:29+05:30">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Adyen">
<meta itemprop="description" content="What was the problem? Many years ago
we started out with our own orchestration framework. Due to all the required
custom functionality it made sense at the time. However, quickly we realized
creating an orchestration tool is not to be underestimated. With the quickly
increasing number of users and teams, time spent on fixing issues increased,
severely limiting development speed. Furthermore, due to it not being open
source, we constantly had to mak [...]
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<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 3002919758..90b0967e2e 100644
--- a/use-cases/big-fish-games/index.html
+++ b/use-cases/big-fish-games/index.html
@@ -38,12 +38,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-14T13:31:26+05:30">
+ <meta property="article:modified_time" content="2025-12-14T17:28:29+05:30">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Big Fish Games">
<meta itemprop="description" content="What was the problem? The main
challenge is the lack of standardized ETL workflow orchestration tools.
PowerShell and Python-based ETL frameworks built in-house are currently used
for scheduling and running analytical workloads. However, there is no web UI
through which we can monitor these workflows and it requires additional effort
to maintain this framework. These scheduled jobs based on external dependencies
are not well suited to modern Big Da [...]
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<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 0e00d9d182..a3100515de 100644
--- a/use-cases/business_operations/index.html
+++ b/use-cases/business_operations/index.html
@@ -39,13 +39,13 @@ This video shows an example of using Airflow to run the
pipelines that power a c
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-14T13:31:26+05:30">
+ <meta property="article:modified_time" content="2025-12-14T17:28:29+05:30">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Business Operations">
<meta itemprop="description" content=" Use Airflow for Business operations
pipelines Airflow can be the starting point for your business idea! For many
companies, Airflow delivers the data that powers their core business
applications. Whether you need to aggregate user data to power personalized
recommendations, display analytics in a user-facing dashboard, or prepare the
input data for an LLM, Airflow is the perfect orchestrator.
This video shows an example of using Airflow to run the pipelines that power a
customer-facing analytics dashboard. You can find the code shown in this
example here.">
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<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 82f80b06ac..86ca6dd6c3 100644
--- a/use-cases/dish/index.html
+++ b/use-cases/dish/index.html
@@ -38,12 +38,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-14T13:31:26+05:30">
+ <meta property="article:modified_time" content="2025-12-14T17:28:29+05:30">
<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="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<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 33d8c3adbb..78520843e1 100644
--- a/use-cases/etl_analytics/index.html
+++ b/use-cases/etl_analytics/index.html
@@ -39,13 +39,13 @@ The video below shows a simple ETL/ELT pipeline in Airflow
that extracts climate
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-14T13:31:26+05:30">
+ <meta property="article:modified_time" content="2025-12-14T17:28:29+05:30">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="ETL/ELT">
<meta itemprop="description" content=" Use Airflow for ETL/ELT pipelines
Extract-Transform-Load (ETL) and Extract-Load-Transform (ELT) data pipelines
are the most common use case for Apache Airflow. 90% of respondents in the 2023
Apache Airflow survey are using Airflow for ETL/ELT to power analytics use
cases.
The video below shows a simple ETL/ELT pipeline in Airflow that extracts
climate data from a CSV file, as well as weather data from an API, runs
transformations and then loads the results into a database to power a
dashboard.">
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<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 4f8708e609..ce6f188ef2 100644
--- a/use-cases/experity/index.html
+++ b/use-cases/experity/index.html
@@ -39,13 +39,13 @@ How did Apache Airflow help to solve this problem?
Ultimately we decided flexibl
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-14T13:31:26+05:30">
+ <meta property="article:modified_time" content="2025-12-14T17:28:29+05:30">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Experity">
<meta itemprop="description" content="What was the problem? We had to deploy
our complex, flagship app to multiple nodes in multiple ways. This required
tasks to communicate across Windows nodes and coordinate timing perfectly. We
did not want to buy an expensive enterprise scheduling tool and needed ultimate
flexibility.
How did Apache Airflow help to solve this problem? Ultimately we decided
flexible, multi-node, DAG capable tooling was key and airflow was one of the
few tools that fit that bill. Having it based on open source and python were
large factors that upheld our core principles. At the time, Airflow was missing
a windows hook and operator so we contributed the WinRM hook and operator back
to the community. Given its flexibility we also use DAG generators to have our
metadata drive our DAGs and [...]
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<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 fcc63eeeff..53ba5d2fbd 100644
--- a/use-cases/index.html
+++ b/use-cases/index.html
@@ -42,7 +42,7 @@
<meta itemprop="name" content="Use Cases">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<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 b31e560d09..bcb111717e 100644
--- a/use-cases/infrastructure-management/index.html
+++ b/use-cases/infrastructure-management/index.html
@@ -39,13 +39,13 @@ Infrastructure management is often needed within the
context of other use cases,
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-14T13:31:26+05:30">
+ <meta property="article:modified_time" content="2025-12-14T17:28:29+05:30">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Infrastructure Management">
<meta itemprop="description" content=" Use Airflow for Infrastructure
Management Airflow can interact with any API, which makes it a great tool to
manage your infrastructure, such as Kubernetes or Spark clusters running in any
cloud. As of Airflow 2.7, the setup/teardown feature is available, a special
type of task with intelligent behavior to spin up and tear down infrastructure
at the exact time you need it.
Infrastructure management is often needed within the context of other use
cases, such as MLOps, or implementing data quality checks. This video shows an
example of how it might be used for an MLOps pipeline. You can find the code
shown in this example here.">
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<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 be4284d550..48079f7be6 100644
--- a/use-cases/mlops/index.html
+++ b/use-cases/mlops/index.html
@@ -38,12 +38,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-14T13:31:26+05:30">
+ <meta property="article:modified_time" content="2025-12-14T17:28:29+05:30">
<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 [...]
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<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 dd953109b1..88e88c2924 100644
--- a/use-cases/onefootball/index.html
+++ b/use-cases/onefootball/index.html
@@ -39,13 +39,13 @@ On top of that, new data tools appear each month: third
party data sources, clou
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-14T13:31:26+05:30">
+ <meta property="article:modified_time" content="2025-12-14T17:28:29+05:30">
<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="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<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 c909bfc026..b153121429 100644
--- a/use-cases/plarium-krasnodar/index.html
+++ b/use-cases/plarium-krasnodar/index.html
@@ -38,12 +38,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-14T13:31:26+05:30">
+ <meta property="article:modified_time" content="2025-12-14T17:28:29+05:30">
<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
& 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="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<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 d045e0b506..0227317d7d 100644
--- a/use-cases/seniorlink/index.html
+++ b/use-cases/seniorlink/index.html
@@ -39,13 +39,13 @@ We had built a robust stack of batch processes to deliver
value to the business,
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-14T13:31:26+05:30">
+ <meta property="article:modified_time" content="2025-12-14T17:28:29+05:30">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Seniorlink">
<meta itemprop="description" content="What was the problem? Here at
Seniorlink, we provide services, support, and technology that engages family
caregivers. One of our focuses is using data to bolster our knowledge and
improve the experience of our users. Like many looking to build an effective
data stack, we adopted a Python, Spark, Redshift, and Tableau core toolset.
We had built a robust stack of batch processes to deliver value to the
business, deploying these data services in AWS using a mixture of EMR, ECS,
Lambda, and EC2. Moving fast, as many new endeavors do, we ultimately ended up
with one monolithic batch process with many smaller satellite jobs. Given the
scale and quantity of jobs, we began to lose transparency as to what was
happening. Additionally, many jobs were launched in a single EMR cluster and so
tightly coupled that a failure in o [...]
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<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 23fdf22857..aab149b085 100644
--- a/use-cases/sift/index.html
+++ b/use-cases/sift/index.html
@@ -38,12 +38,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-14T13:31:26+05:30">
+ <meta property="article:modified_time" content="2025-12-14T17:28:29+05:30">
<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 & Safety platform. The platform gives our customers a way to
discern suspicious online behavior from trustworthy behavior, allowing our
customers to protect their online transactions, maintain the integrity of their
content platforms, and keep their users’ accounts secure. To make this
possible, we’ve built model trai [...]
- <meta itemprop="dateModified" content="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<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 465d4b1b37..63becacc67 100644
--- a/use-cases/snapp/index.html
+++ b/use-cases/snapp/index.html
@@ -38,12 +38,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-14T13:31:26+05:30">
+ <meta property="article:modified_time" content="2025-12-14T17:28:29+05:30">
<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="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
<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 c598e73ffa..5f327e3040 100644
--- a/use-cases/suse/index.html
+++ b/use-cases/suse/index.html
@@ -39,13 +39,13 @@ 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="2025-12-14T13:31:26+05:30">
+ <meta property="article:modified_time" content="2025-12-14T17:28:29+05:30">
<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="2025-12-14T13:31:26+05:30">
+ <meta itemprop="dateModified" content="2025-12-14T17:28:29+05:30">
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<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Testimonial">
