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new 88e440f57b Docs updated via
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commit 88e440f57bd6374f8aabf2b15f5da0fceda25208
Author: GitHub Actions <[email protected]>
AuthorDate: Sun Mar 22 09:46:08 2026 +0000
Docs updated via refs/heads/main:dc6a5b59f5187a76d5809f90861bb76de46475c7
---
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blocktype/index.html | 2 +-
blocktype/testimonial/index.html | 2 +-
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blog/airflow-1.10.10/index.html | 4 +-
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blog/index.html | 2 +-
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90 files changed, 255 insertions(+), 255 deletions(-)
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index 59d4f3a470..837d17b39c 100644
--- a/announcements/index.html
+++ b/announcements/index.html
@@ -47,7 +47,7 @@ February 17, 2026 We’ve just released Apache Airflow Helm
chart 1.19.0.
📦 ArtifactHub: https://artifacthub.io/packages/helm/apache-airflow/airflow 📚
Docs: https://airflow.apache.org/docs/helm-chart/1.19.0/ 🛠️ Release Notes:
https://airflow.apache.org/docs/helm-chart/1.19.0/release_notes.html 🪶 Sources:
https://airflow.apache.org/docs/helm-chart/1.19.0/installing-helm-chart-from-sources.html
February 4, 2026 We’ve just released Airflow 3.1.7 and Task SDK 1.1.7 🎉">
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index b03f6d85cb..a5c95b8e32 100644
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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 803a31563f..95e7f8ee17 100644
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b/blog/airflow-survey-2022/index.html
index 96bdba74a0..b21274f779 100644
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b/blog/airflow-survey-2023/index.html
index 0b08b2c4bf..4faa055211 100644
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b/blog/airflow-survey-2024/index.html
index bbb34898e8..e231f42786 100644
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<meta itemprop="datePublished" content="2025-02-27T00:00:00+00:00">
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b/blog/airflow-survey-2025/index.html
index dc4a14a357..ea3456b09c 100644
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<meta itemprop="description" content="With more than 5,818 responses from
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<meta itemprop="datePublished" content="2026-01-22T00:00:00+00:00">
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index cee0dc46ed..dea2f96c3e 100644
--- a/blog/airflow-survey/index.html
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<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2019-12-11T00:00:00+00:00">
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- <meta itemprop="dateModified" content="2026-03-21T11:51:18+01:00">
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<meta itemprop="image" content="/images/feature-image.png">
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b/blog/airflow-three-point-oh-is-here/index.html
index a19d3d927d..689d213e90 100644
--- a/blog/airflow-three-point-oh-is-here/index.html
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<meta property="og:type" content="article">
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<meta property="article:published_time"
content="2025-04-22T00:00:00+00:00">
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<meta property="og:image" content="/images/feature-image.png">
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index b39baf590d..0f6789d748 100644
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diff --git a/blog/airflow_summit_2021/index.html
b/blog/airflow_summit_2021/index.html
index bba2e0219b..01677cfc67 100644
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<meta property="og:image" content="/images/feature-image.png">
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<meta itemprop="datePublished" content="2021-03-21T00:00:00+00:00">
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index c04e98bf0e..e6ab9358a3 100644
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index 72a3f8b78e..04a2f73b5e 100644
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<meta property="og:image"
content="/images/blog/airflowctl-0.1.0/airflowctl-cover.png">
<meta itemprop="name" content="Apache Airflow CTL aka airflowctl 0.1.0">
<meta itemprop="description" content="A new way of using API in Airflow.
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<meta itemprop="datePublished" content="2025-10-15T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-03-21T11:51:18+01:00">
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b/blog/announcing-new-website/index.html
index c157820f88..6a96cf828a 100644
--- a/blog/announcing-new-website/index.html
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<meta property="article:tag" content="Community">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="New Airflow website">
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<meta itemprop="datePublished" content="2019-12-11T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-03-21T11:51:18+01:00">
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b/blog/apache-airflow-for-newcomers/index.html
index fc7fbbf5e2..aa3b0b023f 100644
--- a/blog/apache-airflow-for-newcomers/index.html
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@@ -32,7 +32,7 @@ Authoring Workflow in Apache Airflow. Airflow makes it easy
to author workflows
<meta property="og:type" content="article">
<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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b/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/index.html
index 9c5a0938e2..5ad02e3130 100644
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<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Community">
diff --git a/blog/documenting-using-local-development-environments/index.html
b/blog/documenting-using-local-development-environments/index.html
index 9c792ccc73..87f37a4e44 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">
<meta property="article:published_time"
content="2019-11-22T00:00:00+00:00">
- <meta property="article:modified_time" content="2026-03-21T11:51:18+01:00">
+ <meta property="article:modified_time" content="2026-03-22T10:42:49+01:00">
<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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<meta itemprop="wordCount" content="256">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Development">
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 045abda10b..ae251d603b 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="2026-03-21T11:51:18+01:00">
+ <meta property="article:modified_time" content="2026-03-22T10:42:49+01:00">
<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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<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 42d3455f10..a8f38c9f0f 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="2026-03-21T11:51:18+01:00">
+ <meta property="article:modified_time" content="2026-03-22T10:42:49+01:00">
<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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<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 0c0b68ee1e..aa48fa4d24 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">
<meta property="article:published_time"
content="2024-02-26T00:00:00+00:00">
- <meta property="article:modified_time" content="2026-03-21T11:51:18+01:00">
+ <meta property="article:modified_time" content="2026-03-22T10:42:49+01:00">
<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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<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 93adca7dbe..ef5facce74 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 @@
<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="2026-03-21T11:51:18+01:00">
+ <meta property="article:modified_time" content="2026-03-22T10:42:49+01:00">
<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'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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<meta itemprop="wordCount" content="703">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="REST API">
diff --git a/blog/index.html b/blog/index.html
index b205a5c76a..5255f879c9 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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/index.xml b/blog/index.xml
index 1ced2e150f..56df502f5c 100644
--- a/blog/index.xml
+++ b/blog/index.xml
@@ -8,7 +8,7 @@
<id>/blog/</id>
- <updated>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -467,7 +467,7 @@ human-centered. We can’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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1019,7 +1019,7 @@ executor =
'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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1309,7 +1309,7 @@ We care for your security, and “secure by
default” 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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1328,7 +1328,7 @@ We care for your security, and “secure by
default” 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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -3459,7 +3459,7 @@ Sade’s “Smooth Operator”. 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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -3515,7 +3515,7 @@ Sade’s “Smooth Operator”. Enjoy!</li>
<link href="/blog/airflow_summit_2021/" rel="alternate"/>
<id>/blog/airflow_summit_2021/</id>
<published>2021-03-21T00:00:00Z</published>
- <updated>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -5337,7 +5337,7 @@ wonderful reviews. I’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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</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>2026-03-21T11:51:18Z</updated>
+ <updated>2026-03-22T10:42:49Z</updated>
<author>
<name>Apache Airflow</name>
</author>
diff --git a/blog/introducing_setup_teardown/index.html
b/blog/introducing_setup_teardown/index.html
index f35e7c2082..9ef1b864b1 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="2026-03-21T11:51:18+01:00">
+ <meta property="article:modified_time" content="2026-03-22T10:42:49+01:00">
<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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<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 1b368d3fb2..1361a5be22 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="2026-03-21T11:51:18+01:00">
+ <meta property="article:modified_time" content="2026-03-22T10:42:49+01:00">
<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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<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 778cf719a7..5ce2189d1e 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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<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 573bd10ef1..330311752e 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>Sat, 21 Mar 2026 11:51:18 +0100</lastBuildDate>
+ <lastBuildDate>Sun, 22 Mar 2026 10:42:49 +0100</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 b3a660fd5e..58c56003f8 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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/community/index.xml b/blog/tags/community/index.xml
index 32c89bc37a..ead2ed6d8c 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>Sat, 21 Mar 2026 11:51:18 +0100</lastBuildDate>
+ <lastBuildDate>Sun, 22 Mar 2026 10:42:49 +0100</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 74081b7814..6b310f22cb 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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/development/index.xml b/blog/tags/development/index.xml
index 991abb8e98..c7e9e1a1ba 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>Sat, 21 Mar 2026 11:51:18 +0100</lastBuildDate>
+ <lastBuildDate>Sun, 22 Mar 2026 10:42:49 +0100</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 badc206d5e..5e8946ad2d 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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/documentation/index.xml
b/blog/tags/documentation/index.xml
index 78a45c88a8..0b39d05dd8 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>Sat, 21 Mar 2026 11:51:18 +0100</lastBuildDate>
+ <lastBuildDate>Sun, 22 Mar 2026 10:42:49 +0100</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 8a1f27fad2..e6be04655d 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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/release/index.xml b/blog/tags/release/index.xml
index cb19108c8e..6b59a6c507 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>Sat, 21 Mar 2026 11:51:18 +0100</lastBuildDate>
+ <lastBuildDate>Sun, 22 Mar 2026 10:42:49 +0100</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 b524f6868d..cf80554d85 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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<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 4946b0debb..30fbea5428 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>Sat, 21 Mar 2026 11:51:18 +0100</lastBuildDate>
+ <lastBuildDate>Sun, 22 Mar 2026 10:42:49 +0100</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 90f477344d..b8d8f51908 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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/survey/index.xml b/blog/tags/survey/index.xml
index 5789ac1169..d4e92bf686 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>Sat, 21 Mar 2026 11:51:18 +0100</lastBuildDate>
+ <lastBuildDate>Sun, 22 Mar 2026 10:42:49 +0100</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 607424584f..90a335b8b1 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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/users/index.xml b/blog/tags/users/index.xml
index 80b88669ca..f9fd05f2c2 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>Sat, 21 Mar 2026 11:51:18 +0100</lastBuildDate>
+ <lastBuildDate>Sun, 22 Mar 2026 10:42:49 +0100</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 81bceffd0d..4cea5ea46f 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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/vulnerabilities/index.xml
b/blog/tags/vulnerabilities/index.xml
index d1158de67c..a3d10da272 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>Sat, 21 Mar 2026 11:51:18 +0100</lastBuildDate>
+ <lastBuildDate>Sun, 22 Mar 2026 10:42:49 +0100</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 3fe82dcd9b..bb27a04c8d 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+ 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. Â ">
- <meta itemprop="dateModified" content="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<meta itemprop="wordCount" content="1576">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/community/index.html b/community/index.html
index 246e1350eb..1f9fd6d773 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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<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 1561ad8093..fc350f5d4c 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="2026-03-21T11:51:18+01:00">
+ <meta property="article:modified_time" content="2026-03-22T10:42:49+01:00">
<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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<meta itemprop="wordCount" content="43">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/docs/index.html b/docs/index.html
index 8faa91cb5a..e4ec2d85a9 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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<meta itemprop="wordCount" content="587">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/ecosystem/index.html b/ecosystem/index.html
index a464610b18..b1cf413276 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="Â 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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<meta itemprop="wordCount" content="2258">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/index.html b/index.html
index 32669b7601..ef35f71b25 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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/meetups/index.html b/meetups/index.html
index e8b0ace2aa..fe7f719e9e 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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/privacy-notice/index.html b/privacy-notice/index.html
index 443c0ae9fb..17b4cb872b 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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<meta itemprop="wordCount" content="13">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/roadmap/index.html b/roadmap/index.html
index c8b5c117d7..c14a882620 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: "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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<meta itemprop="wordCount" content="734">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/search/index.html b/search/index.html
index 25da3a15a1..e47c195d4d 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="2026-03-21T11:51:18+01:00">
+ <meta property="article:modified_time" content="2026-03-22T10:42:49+01:00">
<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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/sitemap.xml b/sitemap.xml
index 24920fdbbd..ad6e405d9e 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -3,239 +3,239 @@
xmlns:xhtml="http://www.w3.org/1999/xhtml";>
<url>
<loc>/docs/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/tags/community/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/airflow-registry/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/tags/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2025/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/tags/survey/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/tags/users/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/airflowctl-0.1.0/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/tags/release/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/airflow-3.1.0/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/airflow-three-point-oh-is-here/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2024/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.10.0/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.9.0/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/tags/vulnerabilities/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/fab-oid-vulnerability/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.8.0/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2023/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.7.0/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/introducing_setup_teardown/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.6.0/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.5.0/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.4.0/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2022/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/tags/airflow-summit/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/airflow_summit_2022/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.3.0/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.2.0/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/airflow_summit_2021/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2020/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/airflow-two-point-oh-is-here/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/experience-with-airflow-as-an-outreachy-intern/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.12/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/apache-airflow-for-newcomers/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/announcements/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/implementing-stable-api-for-apache-airflow/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/tags/rest-api/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.10/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.8-1.10.9/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/tags/documentation/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/airflow-survey/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/announcing-new-website/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/tags/development/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/documenting-using-local-development-environments/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/its-a-breeze-to-develop-apache-airflow/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/community/resources/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/survey/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/use-cases/adjoe/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/use-cases/adobe/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/use-cases/adyen/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/use-cases/big-fish-games/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blocktype/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blog/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/use-cases/business_operations/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/categories/</loc>
</url><url>
<loc>/code-of-conduct/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/community/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/use-cases/dish/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/ecosystem/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/use-cases/etl_analytics/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/use-cases/experity/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/use-cases/infrastructure-management/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/meetups/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/use-cases/mlops/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/use-cases/onefootball/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/use-cases/plarium-krasnodar/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/privacy-notice/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/use-cases/suse/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/roadmap/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/search/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/use-cases/seniorlink/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/use-cases/sift/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/use-cases/snapp/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blocktype/testimonial/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/use-cases/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url><url>
<loc>/blocktype/use-case/</loc>
- <lastmod>2026-03-21T11:51:18+01:00</lastmod>
+ <lastmod>2026-03-22T10:42:49+01:00</lastmod>
</url>
</urlset>
diff --git a/survey/index.html b/survey/index.html
index 7a4d93eb52..a30d1a81c7 100644
--- a/survey/index.html
+++ b/survey/index.html
@@ -34,7 +34,7 @@
<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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<meta itemprop="wordCount" content="12">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/tags/index.html b/tags/index.html
index d69988f748..8ef5f30449 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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/tags/index.xml b/tags/index.xml
index 315d7c6bb4..cbf2484e6d 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>Sat, 21 Mar 2026 11:51:18 +0100</lastBuildDate>
+ <lastBuildDate>Sun, 22 Mar 2026 10:42:49 +0100</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 c7ff1149fe..3da3b502d2 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="2026-03-21T11:51:18+01:00">
+ <meta property="article:modified_time" content="2026-03-22T10:42:49+01:00">
<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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<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 ae51dcee36..6c297fe3e3 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">
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+ <meta property="article:modified_time" content="2026-03-22T10:42:49+01:00">
<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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<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 8287d2f12d..1ffdd0b5be 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="2026-03-21T11:51:18+01:00">
+ <meta property="article:modified_time" content="2026-03-22T10:42:49+01:00">
<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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<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 7111a6795d..6b6b277e7c 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="2026-03-21T11:51:18+01:00">
+ <meta property="article:modified_time" content="2026-03-22T10:42:49+01:00">
<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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<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 b705b0862e..5b3bb27712 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="2026-03-21T11:51:18+01:00">
+ <meta property="article:modified_time" content="2026-03-22T10:42:49+01:00">
<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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<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 f98461d815..a2396b1b4a 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="2026-03-21T11:51:18+01:00">
+ <meta property="article:modified_time" content="2026-03-22T10:42:49+01:00">
<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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<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 fc1deec32c..342edaa8bd 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="2026-03-21T11:51:18+01:00">
+ <meta property="article:modified_time" content="2026-03-22T10:42:49+01:00">
<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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<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 b62d9436dd..62ebd2f8ee 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="2026-03-21T11:51:18+01:00">
+ <meta property="article:modified_time" content="2026-03-22T10:42:49+01:00">
<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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<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 1c88e4e461..f339cea68e 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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<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 87e3bb528a..b59e1bcd98 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="2026-03-21T11:51:18+01:00">
+ <meta property="article:modified_time" content="2026-03-22T10:42:49+01:00">
<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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<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 301c2ebf96..40f56d130d 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="2026-03-21T11:51:18+01:00">
+ <meta property="article:modified_time" content="2026-03-22T10:42:49+01:00">
<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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<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 453532a68c..a43b815b6f 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="2026-03-21T11:51:18+01:00">
+ <meta property="article:modified_time" content="2026-03-22T10:42:49+01:00">
<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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<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 ed4a1bff45..a9f11f0098 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="2026-03-21T11:51:18+01:00">
+ <meta property="article:modified_time" content="2026-03-22T10:42:49+01:00">
<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
& 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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<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 86b1ce44a1..7ad753370b 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="2026-03-21T11:51:18+01:00">
+ <meta property="article:modified_time" content="2026-03-22T10:42:49+01:00">
<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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<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 7915e422ec..bd80ee85b7 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="2026-03-21T11:51:18+01:00">
+ <meta property="article:modified_time" content="2026-03-22T10:42:49+01:00">
<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 & 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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<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 1144bf2df5..f26482d151 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="2026-03-21T11:51:18+01:00">
+ <meta property="article:modified_time" content="2026-03-22T10:42:49+01:00">
<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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<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 5aae908c1d..6853ecb307 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="2026-03-21T11:51:18+01:00">
+ <meta property="article:modified_time" content="2026-03-22T10:42:49+01:00">
<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="2026-03-21T11:51:18+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T10:42:49+01:00">
<meta itemprop="wordCount" content="361">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Testimonial">
