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new 5f2f1f2612 Docs updated via
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commit 5f2f1f26121812cff1fdb3da4392792301d88d44
Author: GitHub Actions <[email protected]>
AuthorDate: Mon Apr 13 20:15:46 2026 +0000
Docs updated via refs/heads/main:d3279074697662bf194ef91ba0e023c114a4de02
---
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blocktype/index.html | 2 +-
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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 +-
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meetups/index.html | 2 +-
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92 files changed, 259 insertions(+), 259 deletions(-)
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index 32ffa55938..9d96add620 100644
--- a/announcements/index.html
+++ b/announcements/index.html
@@ -47,7 +47,7 @@ March 14, 2026 We’ve just released Apache Airflow 2.11.2 🎉
📦 PyPI: https://pypi.org/project/apache-airflow/2.11.2/ 📚 Docs:
https://airflow.apache.org/docs/apache-airflow/2.11.2/ 🛠 Release Notes:
https://airflow.apache.org/docs/apache-airflow/2.11.2/release_notes.html 🐳
Docker Image: “docker pull apache/airflow:2.11.2” 🚏 Constraints:
https://github.com/apache/airflow/tree/constraints-2.11.2
March 11, 2026 We’ve just released Apache Airflow 3.1.8 🎉">
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index fa3cc9b1d1..65405c2f11 100644
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<meta itemprop="name" content="Apache Airflow 3.1.0: Human-Centered
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<meta itemprop="description" content="Apache Airflow 3.1.0 introduces
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<meta itemprop="datePublished" content="2025-09-25T00:00:00+00:00">
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index b392a2f6f9..56fb5d8451 100644
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<meta itemprop="description" content="Apache Airflow 3.2.0 introduces Asset
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<meta itemprop="datePublished" content="2026-04-07T00:00:00+00:00">
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index 873bdca907..8ed2f77246 100644
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<meta property="og:image" content="/images/feature-image.png">
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b/blog/airflow-survey-2020/index.html
index 402bc1acba..36d8f9503c 100644
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b/blog/airflow-survey-2022/index.html
index 05aa83d3aa..8cb19f915f 100644
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b/blog/airflow-survey-2023/index.html
index 2737f251b6..920f209f26 100644
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b/blog/airflow-survey-2024/index.html
index 829a1bbdf3..b2d27094a2 100644
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index 1eb4c7a3b7..72a646d4ff 100644
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index 009f81f5b9..0cf68ed61d 100644
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index 93ab52b44a..fc58c94b50 100644
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b/blog/airflow_summit_2021/index.html
index 81b92b9ced..a58d0c2902 100644
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<meta itemprop="name" content="Apache Airflow CTL aka airflowctl 0.1.0">
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index 4a0388e4c0..80de65ce46 100644
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- <meta itemprop="dateModified" content="2026-04-08T16:39:10+03:00">
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@@ -32,7 +32,7 @@ Authoring Workflow in Apache Airflow. Airflow makes it easy
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<meta property="og:type" content="article">
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content="2020-08-17T00:00:00+00:00">
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to author workflows
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Authoring Workflow in Apache Airflow. Airflow makes it easy to author
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<meta itemprop="wordCount" content="1070">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Community">
diff --git
a/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/index.html
b/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/index.html
index 63349aa042..8cb27ff0a7 100644
---
a/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/index.html
+++
b/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<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="2026-04-08T16:39:10+03:00">
+ <meta property="article:modified_time" content="2026-04-13T13:12:35-07:00">
<meta property="article:tag" content="Community">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="ApacheCon Europe 2019 — Thoughts and Insights
by Airflow Committers">
<meta itemprop="description" content="Here come some thoughts by Airflow
committers and contributors from the ApacheCon Europe 2019. Get to know the ASF
community!">
<meta itemprop="datePublished" content="2019-11-22T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<meta itemprop="wordCount" content="138">
<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 4a73594cef..58d60fb97b 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="2026-04-08T16:39:10+03:00">
+ <meta property="article:modified_time" content="2026-04-13T13:12:35-07:00">
<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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<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 251fea7bcb..eaeacabc5c 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="2026-04-08T16:39:10+03:00">
+ <meta property="article:modified_time" content="2026-04-13T13:12:35-07:00">
<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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<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 acda1d2aee..a96d1dfd56 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="2026-04-08T16:39:10+03:00">
+ <meta property="article:modified_time" content="2026-04-13T13:12:35-07:00">
<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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<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 a648f2f2ea..fd987cb47c 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="2026-04-08T16:39:10+03:00">
+ <meta property="article:modified_time" content="2026-04-13T13:12:35-07:00">
<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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<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 a70e2b7d2c..58316f906e 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="2026-04-08T16:39:10+03:00">
+ <meta property="article:modified_time" content="2026-04-13T13:12:35-07:00">
<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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<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 50a8c5201d..dfc7af9bca 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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/index.xml b/blog/index.xml
index 2dda9f64d4..2aa6066bd9 100644
--- a/blog/index.xml
+++ b/blog/index.xml
@@ -8,7 +8,7 @@
<id>/blog/</id>
- <updated>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<entry>
@@ -16,7 +16,7 @@
<link href="/blog/airflow-3.2.0/" rel="alternate"/>
<id>/blog/airflow-3.2.0/</id>
<published>2026-04-07T00:00:00Z</published>
- <updated>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -230,7 +230,7 @@ export AIRFLOW__CORE__MULTI_TEAM=True
<link href="/blog/airflow-registry/" rel="alternate"/>
<id>/blog/airflow-registry/</id>
<published>2026-03-19T00:00:00Z</published>
- <updated>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -312,7 +312,7 @@ export AIRFLOW__CORE__MULTI_TEAM=True
<link href="/blog/airflow-survey-2025/" rel="alternate"/>
<id>/blog/airflow-survey-2025/</id>
<published>2026-01-22T00:00:00Z</published>
- <updated>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -334,7 +334,7 @@ export AIRFLOW__CORE__MULTI_TEAM=True
<link href="/blog/airflowctl-0.1.0/" rel="alternate"/>
<id>/blog/airflowctl-0.1.0/</id>
<published>2025-10-15T00:00:00Z</published>
- <updated>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -496,7 +496,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -681,7 +681,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1087,7 +1087,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1109,7 +1109,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1233,7 +1233,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1355,7 +1355,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1442,7 +1442,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1523,7 +1523,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1542,7 +1542,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1605,7 +1605,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1654,7 +1654,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1714,7 +1714,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1750,7 +1750,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1855,7 +1855,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -3546,7 +3546,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -3571,7 +3571,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -3673,7 +3673,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -3729,7 +3729,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -3751,7 +3751,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -5076,7 +5076,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -5170,7 +5170,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -5231,7 +5231,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -5352,7 +5352,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -5465,7 +5465,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -5551,7 +5551,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -5694,7 +5694,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -5749,7 +5749,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -5847,7 +5847,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -6650,7 +6650,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -6682,7 +6682,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -6697,7 +6697,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -6736,7 +6736,7 @@ 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>2026-04-08T16:39:10Z</updated>
+ <updated>2026-04-13T13:12:35Z</updated>
<author>
<name>Apache Airflow</name>
</author>
diff --git a/blog/introducing_setup_teardown/index.html
b/blog/introducing_setup_teardown/index.html
index 9a9bb0317d..53e1f67748 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="2026-04-08T16:39:10+03:00">
+ <meta property="article:modified_time" content="2026-04-13T13:12:35-07:00">
<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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<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 32a93f6fd7..00ceaf565e 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="2026-04-08T16:39:10+03:00">
+ <meta property="article:modified_time" content="2026-04-13T13:12:35-07:00">
<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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<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 622923b342..4874fc5dde 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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<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 857d44d839..99f9d3918b 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>Wed, 08 Apr 2026 16:39:10 +0300</lastBuildDate>
+ <lastBuildDate>Mon, 13 Apr 2026 13:12:35 -0700</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 e9571151d6..80fb84ef7b 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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/community/index.xml b/blog/tags/community/index.xml
index 8ea6089141..77b0064f0f 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>Wed, 08 Apr 2026 16:39:10 +0300</lastBuildDate>
+ <lastBuildDate>Mon, 13 Apr 2026 13:12:35 -0700</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 8b60c29764..c5ada500af 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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/development/index.xml b/blog/tags/development/index.xml
index 8357ed736e..d09e22dc35 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>Wed, 08 Apr 2026 16:39:10 +0300</lastBuildDate>
+ <lastBuildDate>Mon, 13 Apr 2026 13:12:35 -0700</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 df195b9883..46ea356f1d 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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/documentation/index.xml
b/blog/tags/documentation/index.xml
index e002ec4247..6d82c0f563 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>Wed, 08 Apr 2026 16:39:10 +0300</lastBuildDate>
+ <lastBuildDate>Mon, 13 Apr 2026 13:12:35 -0700</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 c27aec1e70..f0907cfdc8 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="2026-04-07T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/release/index.xml b/blog/tags/release/index.xml
index 3379e7d813..581bdb4797 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>Wed, 08 Apr 2026 16:39:10 +0300</lastBuildDate>
+ <lastBuildDate>Mon, 13 Apr 2026 13:12:35 -0700</lastBuildDate>
<atom:link href="/blog/tags/release/index.xml" rel="self"
type="application/rss+xml" />
<item>
<title>Apache Airflow 3.2.0: Data-Aware Workflows at Scale</title>
diff --git a/blog/tags/rest-api/index.html b/blog/tags/rest-api/index.html
index c49af4eec4..94fadb35c0 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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<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 b5b8e17a54..27c587e2ae 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>Wed, 08 Apr 2026 16:39:10 +0300</lastBuildDate>
+ <lastBuildDate>Mon, 13 Apr 2026 13:12:35 -0700</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 d0cb946362..a6ea140af8 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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/survey/index.xml b/blog/tags/survey/index.xml
index c33cdbc34d..dc11f5f8e7 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>Wed, 08 Apr 2026 16:39:10 +0300</lastBuildDate>
+ <lastBuildDate>Mon, 13 Apr 2026 13:12:35 -0700</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 1faa6482cf..8ac767ae13 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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/users/index.xml b/blog/tags/users/index.xml
index 626d5249e4..0aefdec370 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>Wed, 08 Apr 2026 16:39:10 +0300</lastBuildDate>
+ <lastBuildDate>Mon, 13 Apr 2026 13:12:35 -0700</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 37e19b8dcd..6e563449b0 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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/vulnerabilities/index.xml
b/blog/tags/vulnerabilities/index.xml
index 30cf638a0c..d2eaef4ae4 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>Wed, 08 Apr 2026 16:39:10 +0300</lastBuildDate>
+ <lastBuildDate>Mon, 13 Apr 2026 13:12:35 -0700</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 820f58347b..581c1172a1 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. ">
- <meta itemprop="dateModified" content="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<meta itemprop="wordCount" content="1576">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/community/index.html b/community/index.html
index 55e0f8c88a..9e2066703c 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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<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 ff7c0c7ba6..acc92ef1ce 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="2026-04-08T16:39:10+03:00">
+ <meta property="article:modified_time" content="2026-04-13T13:12:35-07:00">
<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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<meta itemprop="wordCount" content="43">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/data/survey-responses/airflow-user-survey-responses-2025.csv.zip
b/data/survey-responses/airflow-user-survey-responses-2025.csv.zip
index b5fe5b7de8..929f656506 100644
Binary files a/data/survey-responses/airflow-user-survey-responses-2025.csv.zip
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diff --git a/docs/index.html b/docs/index.html
index 536bb0586b..9aca411591 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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<meta itemprop="wordCount" content="587">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/ecosystem/index.html b/ecosystem/index.html
index cabbb9bc07..3595a1e0de 100644
--- a/ecosystem/index.html
+++ b/ecosystem/index.html
@@ -36,7 +36,7 @@ If you would you like to be included on this page, please
reach out to the Apach
<meta itemprop="name" content="Ecosystem">
<meta itemprop="description" content=" Ecosystem These resources and
services are not maintained, nor endorsed by the Apache Airflow® Community and
Apache Airflow project (maintained by the Committers and the Airflow PMC). Use
them at your sole discretion. The community does not verify the licences nor
validity of those tools, so it’s your responsibility to verify them.
If you would you like to be included on this page, please reach out to the
Apache Airflow dev or user mailing list and let us know or simply open a Pull
Request to that page.">
- <meta itemprop="dateModified" content="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<meta itemprop="wordCount" content="2258">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/index.html b/index.html
index 1865201e42..7b847e6922 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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/meetups/index.html b/meetups/index.html
index b63ed68b36..79717aee81 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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/privacy-notice/index.html b/privacy-notice/index.html
index ae5ebcd851..1f7772cadf 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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<meta itemprop="wordCount" content="13">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/roadmap/index.html b/roadmap/index.html
index 24407ea8c9..0975f57173 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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<meta itemprop="wordCount" content="734">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/search/index.html b/search/index.html
index 0110c48911..1abd8fca79 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="2026-04-08T16:39:10+03:00">
+ <meta property="article:modified_time" content="2026-04-13T13:12:35-07:00">
<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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/sitemap.xml b/sitemap.xml
index 6af816a825..f67a2289df 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -3,242 +3,242 @@
xmlns:xhtml="http://www.w3.org/1999/xhtml";>
<url>
<loc>/docs/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/airflow-3.2.0/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/tags/release/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/tags/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/tags/community/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/airflow-registry/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2025/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/tags/survey/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/tags/users/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/airflowctl-0.1.0/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/airflow-3.1.0/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/airflow-three-point-oh-is-here/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2024/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/airflow-2.10.0/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/airflow-2.9.0/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/tags/vulnerabilities/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/fab-oid-vulnerability/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/airflow-2.8.0/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2023/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/airflow-2.7.0/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/introducing_setup_teardown/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/airflow-2.6.0/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/airflow-2.5.0/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/airflow-2.4.0/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2022/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/tags/airflow-summit/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/airflow_summit_2022/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/airflow-2.3.0/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/airflow-2.2.0/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/airflow_summit_2021/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2020/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/airflow-two-point-oh-is-here/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/experience-with-airflow-as-an-outreachy-intern/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.12/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/apache-airflow-for-newcomers/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/announcements/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/implementing-stable-api-for-apache-airflow/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/tags/rest-api/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.10/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.8-1.10.9/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/tags/documentation/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/airflow-survey/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/announcing-new-website/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/tags/development/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/documenting-using-local-development-environments/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/its-a-breeze-to-develop-apache-airflow/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/community/resources/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/survey/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/use-cases/adjoe/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/use-cases/adobe/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/use-cases/adyen/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/use-cases/big-fish-games/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blocktype/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blog/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/use-cases/business_operations/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/categories/</loc>
</url><url>
<loc>/code-of-conduct/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/community/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/use-cases/dish/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/ecosystem/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/use-cases/etl_analytics/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/use-cases/experity/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/use-cases/infrastructure-management/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/meetups/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/use-cases/mlops/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/use-cases/onefootball/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/use-cases/plarium-krasnodar/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/privacy-notice/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/use-cases/suse/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/roadmap/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/search/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/use-cases/seniorlink/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/use-cases/sift/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/use-cases/snapp/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blocktype/testimonial/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/use-cases/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url><url>
<loc>/blocktype/use-case/</loc>
- <lastmod>2026-04-08T16:39:10+03:00</lastmod>
+ <lastmod>2026-04-13T13:12:35-07:00</lastmod>
</url>
</urlset>
diff --git a/survey/index.html b/survey/index.html
index 0d7a3748e5..3b3c859039 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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<meta itemprop="wordCount" content="12">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/tags/index.html b/tags/index.html
index d04bc604f6..8c141c1b27 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="2026-04-07T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/tags/index.xml b/tags/index.xml
index 59d14e87ff..944847bbdb 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>Wed, 08 Apr 2026 16:39:10 +0300</lastBuildDate>
+ <lastBuildDate>Mon, 13 Apr 2026 13:12:35 -0700</lastBuildDate>
<atom:link href="/tags/index.xml" rel="self" type="application/rss+xml" />
<item>
<title>Release</title>
diff --git a/use-cases/adjoe/index.html b/use-cases/adjoe/index.html
index 3d155eeddd..0ed260138a 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="2026-04-08T16:39:10+03:00">
+ <meta property="article:modified_time" content="2026-04-13T13:12:35-07:00">
<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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<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 b09637caa9..de9e99df9b 100644
--- a/use-cases/adobe/index.html
+++ b/use-cases/adobe/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-04-08T16:39:10+03:00">
+ <meta property="article:modified_time" content="2026-04-13T13:12:35-07:00">
<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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<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 fd4125c5c2..64a45465fb 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="2026-04-08T16:39:10+03:00">
+ <meta property="article:modified_time" content="2026-04-13T13:12:35-07:00">
<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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<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 e9db970039..cd27526eab 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="2026-04-08T16:39:10+03:00">
+ <meta property="article:modified_time" content="2026-04-13T13:12:35-07:00">
<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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<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 35ea4cedcb..d41baeb041 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="2026-04-08T16:39:10+03:00">
+ <meta property="article:modified_time" content="2026-04-13T13:12:35-07:00">
<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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<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 84dedb0c0a..a29a92f982 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="2026-04-08T16:39:10+03:00">
+ <meta property="article:modified_time" content="2026-04-13T13:12:35-07:00">
<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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<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 5b8a507ef5..0b1ecfa936 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="2026-04-08T16:39:10+03:00">
+ <meta property="article:modified_time" content="2026-04-13T13:12:35-07:00">
<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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<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 257d376f2d..dd871958fb 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="2026-04-08T16:39:10+03:00">
+ <meta property="article:modified_time" content="2026-04-13T13:12:35-07:00">
<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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<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 a2682ecb34..796b18a4b5 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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<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 d86ec7325f..401e0f9d1e 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="2026-04-08T16:39:10+03:00">
+ <meta property="article:modified_time" content="2026-04-13T13:12:35-07:00">
<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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<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 e798173243..a455cc734f 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="2026-04-08T16:39:10+03:00">
+ <meta property="article:modified_time" content="2026-04-13T13:12:35-07:00">
<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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<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 8e088a320d..4182f453e9 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="2026-04-08T16:39:10+03:00">
+ <meta property="article:modified_time" content="2026-04-13T13:12:35-07:00">
<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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<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 4735ad03a9..20d3c2dce0 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="2026-04-08T16:39:10+03:00">
+ <meta property="article:modified_time" content="2026-04-13T13:12:35-07:00">
<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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<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 1fbd92d4d8..6d6070d0ae 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="2026-04-08T16:39:10+03:00">
+ <meta property="article:modified_time" content="2026-04-13T13:12:35-07:00">
<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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<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 897ff8da52..eebfc05d67 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="2026-04-08T16:39:10+03:00">
+ <meta property="article:modified_time" content="2026-04-13T13:12:35-07:00">
<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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<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 997aeac2f0..2116e7420d 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="2026-04-08T16:39:10+03:00">
+ <meta property="article:modified_time" content="2026-04-13T13:12:35-07:00">
<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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<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 fee9be21b6..edf3668f0a 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="2026-04-08T16:39:10+03:00">
+ <meta property="article:modified_time" content="2026-04-13T13:12:35-07:00">
<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="2026-04-08T16:39:10+03:00">
+ <meta itemprop="dateModified" content="2026-04-13T13:12:35-07:00">
<meta itemprop="wordCount" content="361">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Testimonial">
