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new 8107ee4d9f Docs updated via
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commit 8107ee4d9f90bbb98e9997b911f822a485dca3be
Author: GitHub Actions <[email protected]>
AuthorDate: Sun Mar 22 22:53:59 2026 +0000
Docs updated via refs/heads/main:8d8c9aa718b6ba70a0fa594de044a03b8e17915f
---
announcements/index.html | 26 ++--
blocktype/index.html | 2 +-
blocktype/testimonial/index.html | 2 +-
blocktype/use-case/index.html | 2 +-
blog/airflow-1.10.10/index.html | 4 +-
blog/airflow-1.10.12/index.html | 4 +-
blog/airflow-1.10.8-1.10.9/index.html | 4 +-
blog/airflow-2.10.0/index.html | 4 +-
blog/airflow-2.2.0/index.html | 4 +-
blog/airflow-2.3.0/index.html | 4 +-
blog/airflow-2.4.0/index.html | 4 +-
blog/airflow-2.5.0/index.html | 4 +-
blog/airflow-2.6.0/index.html | 4 +-
blog/airflow-2.7.0/index.html | 4 +-
blog/airflow-2.8.0/index.html | 4 +-
blog/airflow-2.9.0/index.html | 4 +-
blog/airflow-3.1.0/index.html | 4 +-
blog/airflow-registry/index.html | 4 +-
blog/airflow-survey-2020/index.html | 4 +-
blog/airflow-survey-2022/index.html | 4 +-
blog/airflow-survey-2023/index.html | 4 +-
blog/airflow-survey-2024/index.html | 4 +-
blog/airflow-survey-2025/index.html | 4 +-
blog/airflow-survey/index.html | 4 +-
blog/airflow-three-point-oh-is-here/index.html | 4 +-
blog/airflow-two-point-oh-is-here/index.html | 4 +-
blog/airflow_summit_2021/index.html | 4 +-
blog/airflow_summit_2022/index.html | 4 +-
blog/airflowctl-0.1.0/index.html | 4 +-
blog/announcing-new-website/index.html | 4 +-
blog/apache-airflow-for-newcomers/index.html | 4 +-
.../index.html | 4 +-
.../index.html | 4 +-
.../index.html | 4 +-
.../index.html | 4 +-
blog/fab-oid-vulnerability/index.html | 4 +-
.../index.html | 4 +-
blog/index.html | 2 +-
blog/index.xml | 72 +++++-----
blog/introducing_setup_teardown/index.html | 4 +-
.../index.html | 4 +-
blog/tags/airflow-summit/index.html | 2 +-
blog/tags/airflow-summit/index.xml | 2 +-
blog/tags/community/index.html | 2 +-
blog/tags/community/index.xml | 2 +-
blog/tags/development/index.html | 2 +-
blog/tags/development/index.xml | 2 +-
blog/tags/documentation/index.html | 2 +-
blog/tags/documentation/index.xml | 2 +-
blog/tags/release/index.html | 2 +-
blog/tags/release/index.xml | 2 +-
blog/tags/rest-api/index.html | 2 +-
blog/tags/rest-api/index.xml | 2 +-
blog/tags/survey/index.html | 2 +-
blog/tags/survey/index.xml | 2 +-
blog/tags/users/index.html | 2 +-
blog/tags/users/index.xml | 2 +-
blog/tags/vulnerabilities/index.html | 2 +-
blog/tags/vulnerabilities/index.xml | 2 +-
code-of-conduct/index.html | 2 +-
community/index.html | 2 +-
community/resources/index.html | 4 +-
docs/index.html | 2 +-
ecosystem/index.html | 2 +-
index.html | 2 +-
meetups/index.html | 2 +-
privacy-notice/index.html | 2 +-
roadmap/index.html | 2 +-
search/index.html | 4 +-
sitemap.xml | 156 ++++++++++-----------
survey/index.html | 2 +-
tags/index.html | 2 +-
tags/index.xml | 2 +-
use-cases/adjoe/index.html | 4 +-
use-cases/adobe/index.html | 4 +-
use-cases/adyen/index.html | 4 +-
use-cases/big-fish-games/index.html | 4 +-
use-cases/business_operations/index.html | 4 +-
use-cases/dish/index.html | 4 +-
use-cases/etl_analytics/index.html | 4 +-
use-cases/experity/index.html | 4 +-
use-cases/index.html | 2 +-
use-cases/infrastructure-management/index.html | 4 +-
use-cases/mlops/index.html | 4 +-
use-cases/onefootball/index.html | 4 +-
use-cases/plarium-krasnodar/index.html | 4 +-
use-cases/seniorlink/index.html | 4 +-
use-cases/sift/index.html | 4 +-
use-cases/snapp/index.html | 4 +-
use-cases/suse/index.html | 4 +-
90 files changed, 270 insertions(+), 264 deletions(-)
diff --git a/announcements/index.html b/announcements/index.html
index 9fb3e66096..a5a3a76542 100644
--- a/announcements/index.html
+++ b/announcements/index.html
@@ -27,28 +27,28 @@
<title>Announcements | Apache Airflow</title><meta property="og:url"
content="/announcements/">
<meta property="og:site_name" content="Apache Airflow">
<meta property="og:title" content="Announcements">
- <meta property="og:description" content=" March 14, 2026 We’ve just released
Apache Airflow 2.11.2 🎉
+ <meta property="og:description" content=" March 22, 2026 We’ve just released
Apache Airflow Helm chart 1.20.0.
+📦 ArtifactHub: https://artifacthub.io/packages/helm/apache-airflow/airflow 📚
Docs: https://airflow.apache.org/docs/helm-chart/1.20.0/ 🛠️ Release Notes:
https://airflow.apache.org/docs/helm-chart/1.20.0/release_notes.html 🪶 Sources:
https://airflow.apache.org/docs/helm-chart/1.20.0/installing-helm-chart-from-sources.html
+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 🎉
📦 PyPI: https://pypi.org/project/apache-airflow/3.1.8/ 📚 Docs:
https://airflow.apache.org/docs/apache-airflow/3.1.8/ 🛠 Release Notes:
https://airflow.apache.org/docs/apache-airflow/3.1.8/release_notes.html 🐳
Docker Image: “docker pull apache/airflow:3.1.8” 🚏 Constraints:
https://github.com/apache/airflow/tree/constraints-3.1.8
-February 17, 2026 We’ve just released Apache Airflow Helm chart 1.19.0.
-📦 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 🎉">
+February 17, 2026 We’ve just released Apache Airflow Helm chart 1.19.0.">
<meta property="og:locale" content="en">
<meta property="og:type" content="website">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Announcements">
- <meta itemprop="description" content=" March 14, 2026 We’ve just released
Apache Airflow 2.11.2 🎉
+ <meta itemprop="description" content=" March 22, 2026 We’ve just released
Apache Airflow Helm chart 1.20.0.
+📦 ArtifactHub: https://artifacthub.io/packages/helm/apache-airflow/airflow 📚
Docs: https://airflow.apache.org/docs/helm-chart/1.20.0/ 🛠️ Release Notes:
https://airflow.apache.org/docs/helm-chart/1.20.0/release_notes.html 🪶 Sources:
https://airflow.apache.org/docs/helm-chart/1.20.0/installing-helm-chart-from-sources.html
+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 🎉
📦 PyPI: https://pypi.org/project/apache-airflow/3.1.8/ 📚 Docs:
https://airflow.apache.org/docs/apache-airflow/3.1.8/ 🛠 Release Notes:
https://airflow.apache.org/docs/apache-airflow/3.1.8/release_notes.html 🐳
Docker Image: “docker pull apache/airflow:3.1.8” 🚏 Constraints:
https://github.com/apache/airflow/tree/constraints-3.1.8
-February 17, 2026 We’ve just released Apache Airflow Helm chart 1.19.0.
-📦 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 🎉">
+February 17, 2026 We’ve just released Apache Airflow Helm chart 1.19.0.">
<meta itemprop="datePublished" content="2020-08-08T05:30:20+05:30">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
- <meta itemprop="wordCount" content="5948">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
+ <meta itemprop="wordCount" content="5972">
<meta itemprop="image" content="/images/feature-image.png">
@@ -509,6 +509,12 @@ February 4, 2026 We’ve just released Airflow 3.1.7 and
Task SDK 1.1.7 🎉">
<main role="main" class="td-main container">
<p>
</p>
+<h1 id="march-22-2026">March 22, 2026</h1>
+<p>We’ve just released Apache <strong>Airflow Helm chart
1.20.0</strong>.</p>
+<p>📦 ArtifactHub: <a
href="https://artifacthub.io/packages/helm/apache-airflow/airflow";>https://artifacthub.io/packages/helm/apache-airflow/airflow</a>
<br>
+📚 Docs: <a
href="https://airflow.apache.org/docs/helm-chart/1.20.0/";>https://airflow.apache.org/docs/helm-chart/1.20.0/</a>
<br>
+🛠️ Release Notes: <a
href="https://airflow.apache.org/docs/helm-chart/1.20.0/release_notes.html";>https://airflow.apache.org/docs/helm-chart/1.20.0/release_notes.html</a>
<br>
+🪶 Sources: <a
href="https://airflow.apache.org/docs/helm-chart/1.20.0/installing-helm-chart-from-sources.html";>https://airflow.apache.org/docs/helm-chart/1.20.0/installing-helm-chart-from-sources.html</a></p>
<h1 id="march-14-2026">March 14, 2026</h1>
<p>We’ve just released Apache Airflow 2.11.2 🎉</p>
<p>📦 PyPI: <a
href="https://pypi.org/project/apache-airflow/2.11.2/";>https://pypi.org/project/apache-airflow/2.11.2/</a>
<br>
diff --git a/blocktype/index.html b/blocktype/index.html
index b2cee924d9..25ce9ea7be 100644
--- a/blocktype/index.html
+++ b/blocktype/index.html
@@ -34,7 +34,7 @@
<meta itemprop="name" content="Blocktype">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blocktype/testimonial/index.html b/blocktype/testimonial/index.html
index 729e50e723..f56eeb3551 100644
--- a/blocktype/testimonial/index.html
+++ b/blocktype/testimonial/index.html
@@ -34,7 +34,7 @@
<meta itemprop="name" content="Testimonial">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
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diff --git a/blocktype/use-case/index.html b/blocktype/use-case/index.html
index dc2298672f..756fde04e4 100644
--- a/blocktype/use-case/index.html
+++ b/blocktype/use-case/index.html
@@ -34,7 +34,7 @@
<meta itemprop="name" content="Use-Case">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/airflow-1.10.10/index.html b/blog/airflow-1.10.10/index.html
index e03d04a599..1620a9b82d 100644
--- a/blog/airflow-1.10.10/index.html
+++ b/blog/airflow-1.10.10/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2020-04-09T00:00:00+00:00">
- <meta property="article:modified_time" content="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+01:00">
<meta property="article:tag" content="Release">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Apache Airflow 1.10.10">
<meta itemprop="description" content="We are happy to present Apache Airflow
1.10.10">
<meta itemprop="datePublished" content="2020-04-09T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
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<meta itemprop="image" content="/images/feature-image.png">
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diff --git a/blog/airflow-1.10.12/index.html b/blog/airflow-1.10.12/index.html
index f767a88389..a11bd5e335 100644
--- a/blog/airflow-1.10.12/index.html
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@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2020-08-25T00:00:00+00:00">
- <meta property="article:modified_time" content="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+01:00">
<meta property="article:tag" content="Release">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Apache Airflow 1.10.12">
<meta itemprop="description" content="We are happy to present Apache Airflow
1.10.12">
<meta itemprop="datePublished" content="2020-08-25T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
<meta itemprop="wordCount" content="910">
<meta itemprop="image" content="/images/feature-image.png">
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diff --git a/blog/airflow-1.10.8-1.10.9/index.html
b/blog/airflow-1.10.8-1.10.9/index.html
index eda5771456..10a217e4b9 100644
--- a/blog/airflow-1.10.8-1.10.9/index.html
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@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2020-02-23T00:00:00+00:00">
- <meta property="article:modified_time" content="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+01:00">
<meta property="article:tag" content="Release">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Apache Airflow 1.10.8 & 1.10.9">
<meta itemprop="description" content="We are happy to present the new 1.10.8
and 1.10.9 releases of Apache Airflow.">
<meta itemprop="datePublished" content="2020-02-23T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
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<meta itemprop="wordCount" content="437">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Release">
diff --git a/blog/airflow-2.10.0/index.html b/blog/airflow-2.10.0/index.html
index 9698f16c6a..a43dadc30a 100644
--- a/blog/airflow-2.10.0/index.html
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+ <meta property="article:modified_time" content="2026-03-22T23:51:10+01:00">
<meta property="article:tag" content="Release">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Apache Airflow 2.10.0 is here">
<meta itemprop="description" content="Apache Airflow 2.10.0 is a
game-changer, with powerful Dataset improvements and the groundbreaking Hybrid
Executor, set to redefine your workflow capabilities!">
<meta itemprop="datePublished" content="2024-08-08T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
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diff --git a/blog/airflow-2.2.0/index.html b/blog/airflow-2.2.0/index.html
index 559b85b6d6..c11da0e8b5 100644
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<meta property="article:tag" content="Release">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="What's new in Apache Airflow 2.2.0">
<meta itemprop="description" content="We're proud to announce that
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<meta itemprop="datePublished" content="2021-10-11T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
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diff --git a/blog/airflow-2.3.0/index.html b/blog/airflow-2.3.0/index.html
index c12f4da59c..0eaa314531 100644
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<meta property="article:tag" content="Release">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Apache Airflow 2.3.0 is here">
<meta itemprop="description" content="We're proud to announce that
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<meta itemprop="datePublished" content="2022-04-30T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
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index 340eba50ad..584a00b067 100644
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<meta property="article:tag" content="Release">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Apache Airflow 2.4.0: That Data Aware
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<meta itemprop="description" content="We're proud to announce that
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<meta itemprop="datePublished" content="2022-09-19T00:00:00+00:00">
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diff --git a/blog/airflow-2.5.0/index.html b/blog/airflow-2.5.0/index.html
index 6dc860681c..fbbe15fdf0 100644
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content="2025-10-15T00:00:00+00:00">
- <meta property="article:modified_time" content="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+01:00">
<meta property="article:tag" content="Release">
<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.
Apache Airflow CTL aka airflowctl 0.1.0 is released! Secure way to manage your
Apache Airflow deployments with ease.">
<meta itemprop="datePublished" content="2025-10-15T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
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diff --git a/blog/announcing-new-website/index.html
b/blog/announcing-new-website/index.html
index ee013bfa34..e3289ec0b3 100644
--- a/blog/announcing-new-website/index.html
+++ b/blog/announcing-new-website/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2019-12-11T00:00:00+00:00">
- <meta property="article:modified_time" content="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+01:00">
<meta property="article:tag" content="Community">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="New Airflow website">
<meta itemprop="description" content="We are thrilled about our new
website!">
<meta itemprop="datePublished" content="2019-12-11T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
<meta itemprop="wordCount" content="282">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Community">
diff --git a/blog/apache-airflow-for-newcomers/index.html
b/blog/apache-airflow-for-newcomers/index.html
index 13177aa3c6..c11d7d8965 100644
--- a/blog/apache-airflow-for-newcomers/index.html
+++ b/blog/apache-airflow-for-newcomers/index.html
@@ -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">
<meta property="article:published_time"
content="2020-08-17T00:00:00+00:00">
- <meta property="article:modified_time" content="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+01:00">
<meta property="article:tag" content="Community">
<meta property="og:image" content="/images/feature-image.png">
@@ -40,7 +40,7 @@ Authoring Workflow in Apache Airflow. Airflow makes it easy
to author workflows
<meta itemprop="description" content="Apache Airflow is a platform to
programmatically author, schedule, and monitor workflows. A workflow is a
sequence of tasks that processes a set of data. You can think of workflow as
the path that describes how tasks go from being undone to done. Scheduling, on
the other hand, is the process of planning, controlling, and optimizing when a
particular task should be done.
Authoring Workflow in Apache Airflow. Airflow makes it easy to author
workflows using python scripts. A Directed Acyclic Graph (DAG) represents a
workflow in Airflow. It is a collection of tasks in a way that shows each
task’s relationships and dependencies. You can have as many DAGs as you want,
and Airflow will execute them according to the task’s relationships and
dependencies. If task B depends on the successful execution of another task A,
it means Airflow will run task A and only r [...]
<meta itemprop="datePublished" content="2020-08-17T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
<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 03dfe7a98c..29c707d5e5 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="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+01:00">
<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="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
<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 e725c40a03..f0e7065024 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="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+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="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 b3e3e809dd..de2d0a4d19 100644
---
a/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/index.html
+++
b/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/index.html
@@ -32,7 +32,7 @@ About Me I have been writing tech articles on medium as well
as my blog for the
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2019-12-20T00:00:00+00:00">
- <meta property="article:modified_time" content="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+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="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
<meta itemprop="wordCount" content="1521">
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<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 b88faa1e89..362e1b3cab 100644
--- a/blog/experience-with-airflow-as-an-outreachy-intern/index.html
+++ b/blog/experience-with-airflow-as-an-outreachy-intern/index.html
@@ -32,7 +32,7 @@ Contribution Period The first thing I had to do was choose a
project under an or
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2020-08-30T00:00:00+00:00">
- <meta property="article:modified_time" content="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+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="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 67c9b335ce..33ef7302d1 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="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+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="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 f740f7a233..e05fc7659e 100644
--- a/blog/implementing-stable-api-for-apache-airflow/index.html
+++ b/blog/implementing-stable-api-for-apache-airflow/index.html
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<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="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+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="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
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diff --git a/blog/index.html b/blog/index.html
index 518634cd39..65f25f4edc 100644
--- a/blog/index.html
+++ b/blog/index.html
@@ -34,7 +34,7 @@
<meta itemprop="name" content="Blog">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/index.xml b/blog/index.xml
index 0dffd69b21..9915c6a9b7 100644
--- a/blog/index.xml
+++ b/blog/index.xml
@@ -8,7 +8,7 @@
<id>/blog/</id>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<entry>
@@ -16,7 +16,7 @@
<link href="/blog/airflow-registry/" rel="alternate"/>
<id>/blog/airflow-registry/</id>
<published>2026-03-19T00:00:00Z</published>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -98,7 +98,7 @@
<link href="/blog/airflow-survey-2025/" rel="alternate"/>
<id>/blog/airflow-survey-2025/</id>
<published>2026-01-22T00:00:00Z</published>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -120,7 +120,7 @@
<link href="/blog/airflowctl-0.1.0/" rel="alternate"/>
<id>/blog/airflowctl-0.1.0/</id>
<published>2025-10-15T00:00:00Z</published>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -282,7 +282,7 @@ The secure CLI foundation lays the groundwork for Airflow’s
next generation. A
<link href="/blog/airflow-3.1.0/" rel="alternate"/>
<id>/blog/airflow-3.1.0/</id>
<published>2025-09-25T00:00:00Z</published>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</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>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -873,7 +873,7 @@ Let’s build the future of data orchestration—together.</p>
<link href="/blog/airflow-survey-2024/" rel="alternate"/>
<id>/blog/airflow-survey-2024/</id>
<published>2025-02-27T00:00:00Z</published>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -895,7 +895,7 @@ Let’s build the future of data orchestration—together.</p>
<link href="/blog/airflow-2.10.0/" rel="alternate"/>
<id>/blog/airflow-2.10.0/</id>
<published>2024-08-08T00:00:00Z</published>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</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>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1141,7 +1141,7 @@ xcom_objectstorage_compression = gzip
<link href="/blog/fab-oid-vulnerability/" rel="alternate"/>
<id>/blog/fab-oid-vulnerability/</id>
<published>2024-02-26T00:00:00Z</published>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1228,7 +1228,7 @@ where Flask AppBuilder is also used.</p>
<link href="/blog/airflow-2.8.0/" rel="alternate"/>
<id>/blog/airflow-2.8.0/</id>
<published>2023-12-15T00:00:00Z</published>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</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>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</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>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1391,7 +1391,7 @@ The following providers have been moved and require
certain minimum providers ve
<link href="/blog/introducing_setup_teardown/" rel="alternate"/>
<id>/blog/introducing_setup_teardown/</id>
<published>2023-08-18T00:00:00Z</published>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1440,7 +1440,7 @@ The following providers have been moved and require
certain minimum providers ve
<link href="/blog/airflow-2.6.0/" rel="alternate"/>
<id>/blog/airflow-2.6.0/</id>
<published>2023-04-30T00:00:00Z</published>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1500,7 +1500,7 @@ The following providers have been moved and require
certain minimum providers ve
<link href="/blog/airflow-2.5.0/" rel="alternate"/>
<id>/blog/airflow-2.5.0/</id>
<published>2022-12-02T00:00:00Z</published>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1536,7 +1536,7 @@ c. Everything runs in one process, so you can put a
breakpoint in your IDE, and
<link href="/blog/airflow-2.4.0/" rel="alternate"/>
<id>/blog/airflow-2.4.0/</id>
<published>2022-09-19T00:00:00Z</published>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1641,7 +1641,7 @@ c. Everything runs in one process, so you can put a
breakpoint in your IDE, and
<link href="/blog/airflow-survey-2022/" rel="alternate"/>
<id>/blog/airflow-survey-2022/</id>
<published>2022-06-17T00:00:00Z</published>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -3332,7 +3332,7 @@ c. Everything runs in one process, so you can put a
breakpoint in your IDE, and
<link href="/blog/airflow_summit_2022/" rel="alternate"/>
<id>/blog/airflow_summit_2022/</id>
<published>2022-05-16T00:00:00Z</published>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -3357,7 +3357,7 @@ communities to watch the event and network.</p>
<link href="/blog/airflow-2.3.0/" rel="alternate"/>
<id>/blog/airflow-2.3.0/</id>
<published>2022-04-30T00:00:00Z</published>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</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>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</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>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -3537,7 +3537,7 @@ participate in its development.</p>
<link href="/blog/airflow-survey-2020/" rel="alternate"/>
<id>/blog/airflow-survey-2020/</id>
<published>2021-03-09T00:00:00Z</published>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -4862,7 +4862,7 @@ to share their experience and tools.</p>
<link href="/blog/airflow-two-point-oh-is-here/" rel="alternate"/>
<id>/blog/airflow-two-point-oh-is-here/</id>
<published>2020-12-17T00:00:00Z</published>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -4956,7 +4956,7 @@ Docs on <a
href="http://airflow.apache.org/docs/apache-airflow-providers/package
<link href="/blog/experience-with-airflow-as-an-outreachy-intern/"
rel="alternate"/>
<id>/blog/experience-with-airflow-as-an-outreachy-intern/</id>
<published>2020-08-30T00:00:00Z</published>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -5017,7 +5017,7 @@ community that has been made my summer, one to
remember.</p>
<link href="/blog/airflow-1.10.12/" rel="alternate"/>
<id>/blog/airflow-1.10.12/</id>
<published>2020-08-25T00:00:00Z</published>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -5138,7 +5138,7 @@ William Tran, Xiaodong Deng, YI FU, Zikun Zhu,
dewaldabrie, pulsar314, retornam,
<link href="/blog/apache-airflow-for-newcomers/" rel="alternate"/>
<id>/blog/apache-airflow-for-newcomers/</id>
<published>2020-08-17T00:00:00Z</published>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -5251,7 +5251,7 @@ and <a href="https://github.com/turbaszek";>Tomek</a> for
all their support. I&rs
<link href="/blog/implementing-stable-api-for-apache-airflow/"
rel="alternate"/>
<id>/blog/implementing-stable-api-for-apache-airflow/</id>
<published>2020-07-19T00:00:00Z</published>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</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>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -5480,7 +5480,7 @@ objc[1873]: +[__NSPlaceholderDate initialize] may have
been in progress in anoth
<link href="/blog/airflow-1.10.8-1.10.9/" rel="alternate"/>
<id>/blog/airflow-1.10.8-1.10.9/</id>
<published>2020-02-23T00:00:00Z</published>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -5535,7 +5535,7 @@ for 1.10.* series but would no longer be available from
Airflow 2.0</p>
<link
href="/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/"
rel="alternate"/>
<id>/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/</id>
<published>2019-12-20T00:00:00Z</published>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -5633,7 +5633,7 @@ After a lot of trial and error, we arrived at a version
with which both of us co
<link href="/blog/airflow-survey/" rel="alternate"/>
<id>/blog/airflow-survey/</id>
<published>2019-12-11T00:00:00Z</published>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -6436,7 +6436,7 @@ declare DAGs.</p>
<link href="/blog/announcing-new-website/" rel="alternate"/>
<id>/blog/announcing-new-website/</id>
<published>2019-12-11T00:00:00Z</published>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -6468,7 +6468,7 @@ and that its improved accessibility increases adoption
and use of Apache Airflow
<link
href="/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/"
rel="alternate"/>
<id>/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/</id>
<published>2019-11-22T00:00:00Z</published>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -6483,7 +6483,7 @@ and that its improved accessibility increases adoption
and use of Apache Airflow
<link href="/blog/documenting-using-local-development-environments/"
rel="alternate"/>
<id>/blog/documenting-using-local-development-environments/</id>
<published>2019-11-22T00:00:00Z</published>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -6522,7 +6522,7 @@ a team for 3 months.</p>
<link href="/blog/its-a-breeze-to-develop-apache-airflow/"
rel="alternate"/>
<id>/blog/its-a-breeze-to-develop-apache-airflow/</id>
<published>2019-11-22T00:00:00Z</published>
- <updated>2026-03-22T23:16:14Z</updated>
+ <updated>2026-03-22T23:51:10Z</updated>
<author>
<name>Apache Airflow</name>
</author>
diff --git a/blog/introducing_setup_teardown/index.html
b/blog/introducing_setup_teardown/index.html
index 9b632fbda3..3cfd863dfb 100644
--- a/blog/introducing_setup_teardown/index.html
+++ b/blog/introducing_setup_teardown/index.html
@@ -31,13 +31,13 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2023-08-18T00:00:00+00:00">
- <meta property="article:modified_time" content="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+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="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 60cadb5d59..8b6c316a40 100644
--- a/blog/its-a-breeze-to-develop-apache-airflow/index.html
+++ b/blog/its-a-breeze-to-develop-apache-airflow/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2019-11-22T00:00:00+00:00">
- <meta property="article:modified_time" content="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+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="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 1ab0107c91..8a9de268e6 100644
--- a/blog/tags/airflow-summit/index.html
+++ b/blog/tags/airflow-summit/index.html
@@ -35,7 +35,7 @@
<meta itemprop="name" content="Airflow Summit">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
<meta itemprop="datePublished" content="2022-05-16T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 7c9d0c8f44..6895e8aabb 100644
--- a/blog/tags/airflow-summit/index.xml
+++ b/blog/tags/airflow-summit/index.xml
@@ -6,7 +6,7 @@
<description>Recent content in Airflow Summit on Apache
Airflow</description>
<generator>Hugo</generator>
<language>en</language>
- <lastBuildDate>Sun, 22 Mar 2026 23:16:14 +0100</lastBuildDate>
+ <lastBuildDate>Sun, 22 Mar 2026 23:51:10 +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 c68e04db25..143112328b 100644
--- a/blog/tags/community/index.html
+++ b/blog/tags/community/index.html
@@ -35,7 +35,7 @@
<meta itemprop="name" content="Community">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
<meta itemprop="datePublished" content="2026-03-19T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 f87e6424bd..57b39e6c2f 100644
--- a/blog/tags/community/index.xml
+++ b/blog/tags/community/index.xml
@@ -6,7 +6,7 @@
<description>Recent content in Community on Apache Airflow</description>
<generator>Hugo</generator>
<language>en</language>
- <lastBuildDate>Sun, 22 Mar 2026 23:16:14 +0100</lastBuildDate>
+ <lastBuildDate>Sun, 22 Mar 2026 23:51:10 +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 b45ba14492..5d7ef4ccf4 100644
--- a/blog/tags/development/index.html
+++ b/blog/tags/development/index.html
@@ -35,7 +35,7 @@
<meta itemprop="name" content="Development">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
<meta itemprop="datePublished" content="2019-11-22T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 071a40782a..4623691365 100644
--- a/blog/tags/development/index.xml
+++ b/blog/tags/development/index.xml
@@ -6,7 +6,7 @@
<description>Recent content in Development on Apache Airflow</description>
<generator>Hugo</generator>
<language>en</language>
- <lastBuildDate>Sun, 22 Mar 2026 23:16:14 +0100</lastBuildDate>
+ <lastBuildDate>Sun, 22 Mar 2026 23:51:10 +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 50943f320c..4a9bdac6c8 100644
--- a/blog/tags/documentation/index.html
+++ b/blog/tags/documentation/index.html
@@ -35,7 +35,7 @@
<meta itemprop="name" content="Documentation">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
<meta itemprop="datePublished" content="2019-12-20T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 09476d98ac..19487d3adf 100644
--- a/blog/tags/documentation/index.xml
+++ b/blog/tags/documentation/index.xml
@@ -6,7 +6,7 @@
<description>Recent content in Documentation on Apache
Airflow</description>
<generator>Hugo</generator>
<language>en</language>
- <lastBuildDate>Sun, 22 Mar 2026 23:16:14 +0100</lastBuildDate>
+ <lastBuildDate>Sun, 22 Mar 2026 23:51:10 +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 f0429c3adc..6ae4368355 100644
--- a/blog/tags/release/index.html
+++ b/blog/tags/release/index.html
@@ -35,7 +35,7 @@
<meta itemprop="name" content="Release">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
<meta itemprop="datePublished" content="2025-10-15T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 4d75767615..d8ad092bed 100644
--- a/blog/tags/release/index.xml
+++ b/blog/tags/release/index.xml
@@ -6,7 +6,7 @@
<description>Recent content in Release on Apache Airflow</description>
<generator>Hugo</generator>
<language>en</language>
- <lastBuildDate>Sun, 22 Mar 2026 23:16:14 +0100</lastBuildDate>
+ <lastBuildDate>Sun, 22 Mar 2026 23:51:10 +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 85cbb230a4..1fcb246f38 100644
--- a/blog/tags/rest-api/index.html
+++ b/blog/tags/rest-api/index.html
@@ -35,7 +35,7 @@
<meta itemprop="name" content="REST API">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
<meta itemprop="datePublished" content="2020-07-19T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 3a39d0414e..d451f511e8 100644
--- a/blog/tags/rest-api/index.xml
+++ b/blog/tags/rest-api/index.xml
@@ -6,7 +6,7 @@
<description>Recent content in REST API on Apache Airflow</description>
<generator>Hugo</generator>
<language>en</language>
- <lastBuildDate>Sun, 22 Mar 2026 23:16:14 +0100</lastBuildDate>
+ <lastBuildDate>Sun, 22 Mar 2026 23:51:10 +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 c8a929323b..8d7746e569 100644
--- a/blog/tags/survey/index.html
+++ b/blog/tags/survey/index.html
@@ -35,7 +35,7 @@
<meta itemprop="name" content="Survey">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
<meta itemprop="datePublished" content="2026-01-22T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 642c2cbb5d..00da222c2c 100644
--- a/blog/tags/survey/index.xml
+++ b/blog/tags/survey/index.xml
@@ -6,7 +6,7 @@
<description>Recent content in Survey on Apache Airflow</description>
<generator>Hugo</generator>
<language>en</language>
- <lastBuildDate>Sun, 22 Mar 2026 23:16:14 +0100</lastBuildDate>
+ <lastBuildDate>Sun, 22 Mar 2026 23:51:10 +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 12a2116c84..76329cc356 100644
--- a/blog/tags/users/index.html
+++ b/blog/tags/users/index.html
@@ -35,7 +35,7 @@
<meta itemprop="name" content="Users">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
<meta itemprop="datePublished" content="2026-01-22T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 801f691dbb..8391f9e3a5 100644
--- a/blog/tags/users/index.xml
+++ b/blog/tags/users/index.xml
@@ -6,7 +6,7 @@
<description>Recent content in Users on Apache Airflow</description>
<generator>Hugo</generator>
<language>en</language>
- <lastBuildDate>Sun, 22 Mar 2026 23:16:14 +0100</lastBuildDate>
+ <lastBuildDate>Sun, 22 Mar 2026 23:51:10 +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 c26e0d64ce..d4b51dd79f 100644
--- a/blog/tags/vulnerabilities/index.html
+++ b/blog/tags/vulnerabilities/index.html
@@ -35,7 +35,7 @@
<meta itemprop="name" content="Vulnerabilities">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
<meta itemprop="datePublished" content="2024-02-26T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 134a6af921..fd4a07c886 100644
--- a/blog/tags/vulnerabilities/index.xml
+++ b/blog/tags/vulnerabilities/index.xml
@@ -6,7 +6,7 @@
<description>Recent content in Vulnerabilities on Apache
Airflow</description>
<generator>Hugo</generator>
<language>en</language>
- <lastBuildDate>Sun, 22 Mar 2026 23:16:14 +0100</lastBuildDate>
+ <lastBuildDate>Sun, 22 Mar 2026 23:51:10 +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 894d619924..0008b61798 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="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 95b49ffb4f..bd13a7fe02 100644
--- a/community/index.html
+++ b/community/index.html
@@ -34,7 +34,7 @@
<meta itemprop="name" content="Community">
<meta itemprop="description" content="Want to contribute? Join the Dev list
The Dev list is the preferred channel for announcements, proposals and votes.
Manage your subscription:">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 6563096724..73ce6a190a 100644
--- a/community/resources/index.html
+++ b/community/resources/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="community">
- <meta property="article:modified_time" content="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+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="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 d2386119ce..df71f2721c 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -36,7 +36,7 @@ Apache Airflow CTL (airflowctl) Apache Airflow CTL
(airflowctl) is a command-lin
<meta itemprop="name" content="Documentation">
<meta itemprop="description" content="Documentation Apache Airflow® Apache
Airflow Core, which includes webserver, scheduler, CLI and other components
that are needed for minimal Airflow installation. Read the documentation »
Apache Airflow CTL (airflowctl) Apache Airflow CTL (airflowctl) is a
command-line interface (CLI) for Apache Airflow that interacts exclusively with
the Airflow REST API. It provides a secure, auditable, and consistent way to
manage Airflow deployments — without direct access to the metadata database.
Read the documentation »">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 47a94ad96a..a274fa64b7 100644
--- a/ecosystem/index.html
+++ b/ecosystem/index.html
@@ -36,7 +36,7 @@ If you would you like to be included on this page, please
reach out to the Apach
<meta itemprop="name" content="Ecosystem">
<meta itemprop="description" content=" Ecosystem These resources and
services are not maintained, nor endorsed by the Apache Airflow® Community and
Apache Airflow project (maintained by the Committers and the Airflow PMC). Use
them at your sole discretion. The community does not verify the licences nor
validity of those tools, so it’s your responsibility to verify them.
If you would you like to be included on this page, please reach out to the
Apache Airflow dev or user mailing list and let us know or simply open a Pull
Request to that page.">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
<meta itemprop="wordCount" content="2258">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/index.html b/index.html
index fee648ab5e..cd0ff024e6 100644
--- a/index.html
+++ b/index.html
@@ -34,7 +34,7 @@
<meta itemprop="name" content="Home">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/meetups/index.html b/meetups/index.html
index e6456cf822..6c97a51a83 100644
--- a/meetups/index.html
+++ b/meetups/index.html
@@ -34,7 +34,7 @@
<meta itemprop="name" content="Meetups">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/privacy-notice/index.html b/privacy-notice/index.html
index 50acaf7c24..6dca480930 100644
--- a/privacy-notice/index.html
+++ b/privacy-notice/index.html
@@ -34,7 +34,7 @@
<meta itemprop="name" content="Privacy notice">
<meta itemprop="description" content="Privacy Notice The website follows the
Privacy Policy of the Apache Software Foundation.">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 ebd99a9b04..b8b54b50be 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="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 993a408ae1..edccc24560 100644
--- a/search/index.html
+++ b/search/index.html
@@ -29,12 +29,12 @@
<meta property="og:description" content="Platform created by the community
to programmatically author, schedule and monitor workflows.">
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
- <meta property="article:modified_time" content="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+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="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/sitemap.xml b/sitemap.xml
index 9b77385120..7df118fb3d 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -3,239 +3,239 @@
xmlns:xhtml="http://www.w3.org/1999/xhtml";>
<url>
<loc>/docs/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/tags/community/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/airflow-registry/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/tags/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2025/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/tags/survey/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/tags/users/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/airflowctl-0.1.0/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/tags/release/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/airflow-3.1.0/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/airflow-three-point-oh-is-here/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2024/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.10.0/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.9.0/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/tags/vulnerabilities/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/fab-oid-vulnerability/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.8.0/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2023/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.7.0/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/introducing_setup_teardown/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.6.0/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.5.0/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.4.0/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2022/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/tags/airflow-summit/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/airflow_summit_2022/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.3.0/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.2.0/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/airflow_summit_2021/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2020/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/airflow-two-point-oh-is-here/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/experience-with-airflow-as-an-outreachy-intern/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.12/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/apache-airflow-for-newcomers/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/announcements/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/implementing-stable-api-for-apache-airflow/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/tags/rest-api/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.10/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.8-1.10.9/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/tags/documentation/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/airflow-survey/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/announcing-new-website/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/tags/development/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/documenting-using-local-development-environments/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/its-a-breeze-to-develop-apache-airflow/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/community/resources/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/survey/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/use-cases/adjoe/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/use-cases/adobe/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/use-cases/adyen/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/use-cases/big-fish-games/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blocktype/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blog/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/use-cases/business_operations/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/categories/</loc>
</url><url>
<loc>/code-of-conduct/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/community/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/use-cases/dish/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/ecosystem/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/use-cases/etl_analytics/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/use-cases/experity/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/</loc>
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+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/use-cases/infrastructure-management/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/meetups/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/use-cases/mlops/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/use-cases/onefootball/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/use-cases/plarium-krasnodar/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/privacy-notice/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
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</url><url>
<loc>/use-cases/suse/</loc>
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</url><url>
<loc>/roadmap/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/search/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/use-cases/seniorlink/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/use-cases/sift/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/use-cases/snapp/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blocktype/testimonial/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/use-cases/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url><url>
<loc>/blocktype/use-case/</loc>
- <lastmod>2026-03-22T23:16:14+01:00</lastmod>
+ <lastmod>2026-03-22T23:51:10+01:00</lastmod>
</url>
</urlset>
diff --git a/survey/index.html b/survey/index.html
index fa88dd9f9f..8381ef6cdb 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="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 e29b9770a6..d36a85a40d 100644
--- a/tags/index.html
+++ b/tags/index.html
@@ -35,7 +35,7 @@
<meta itemprop="name" content="Tags">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
<meta itemprop="datePublished" content="2026-03-19T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+01:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/tags/index.xml b/tags/index.xml
index 377d5c683c..ec58dc1a5c 100644
--- a/tags/index.xml
+++ b/tags/index.xml
@@ -6,7 +6,7 @@
<description>Recent content in Tags on Apache Airflow</description>
<generator>Hugo</generator>
<language>en</language>
- <lastBuildDate>Sun, 22 Mar 2026 23:16:14 +0100</lastBuildDate>
+ <lastBuildDate>Sun, 22 Mar 2026 23:51:10 +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 9ad71fadc4..bf25df9336 100644
--- a/use-cases/adjoe/index.html
+++ b/use-cases/adjoe/index.html
@@ -31,13 +31,13 @@ How did Apache Airflow help to solve this problem? With the
creation of a new AW
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+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="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 5ba02fc1cf..549f010e8e 100644
--- a/use-cases/adobe/index.html
+++ b/use-cases/adobe/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+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="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 a1a503145b..fdee97db2b 100644
--- a/use-cases/adyen/index.html
+++ b/use-cases/adyen/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+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="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 73903084ee..d517815ac6 100644
--- a/use-cases/big-fish-games/index.html
+++ b/use-cases/big-fish-games/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+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="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 9561e2f3da..f23bb6036b 100644
--- a/use-cases/business_operations/index.html
+++ b/use-cases/business_operations/index.html
@@ -31,13 +31,13 @@ This video shows an example of using Airflow to run the
pipelines that power a c
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+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="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 0905d1def1..c6d746d128 100644
--- a/use-cases/dish/index.html
+++ b/use-cases/dish/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+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="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 1006e3de5f..5db1d41404 100644
--- a/use-cases/etl_analytics/index.html
+++ b/use-cases/etl_analytics/index.html
@@ -31,13 +31,13 @@ The video below shows a simple ETL/ELT pipeline in Airflow
that extracts climate
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+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="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 7e9a8b513e..63664c5559 100644
--- a/use-cases/experity/index.html
+++ b/use-cases/experity/index.html
@@ -31,13 +31,13 @@ How did Apache Airflow help to solve this problem?
Ultimately we decided flexibl
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+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="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 9e01457686..7e71d58d7f 100644
--- a/use-cases/index.html
+++ b/use-cases/index.html
@@ -34,7 +34,7 @@
<meta itemprop="name" content="Use Cases">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
- <meta itemprop="dateModified" content="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 04286402bb..4715c93930 100644
--- a/use-cases/infrastructure-management/index.html
+++ b/use-cases/infrastructure-management/index.html
@@ -31,13 +31,13 @@ Infrastructure management is often needed within the
context of other use cases,
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+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="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 92afcb05bb..6475b4ab66 100644
--- a/use-cases/mlops/index.html
+++ b/use-cases/mlops/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+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="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 faec8c0dee..7573a54ae3 100644
--- a/use-cases/onefootball/index.html
+++ b/use-cases/onefootball/index.html
@@ -31,13 +31,13 @@ On top of that, new data tools appear each month: third
party data sources, clou
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+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="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 77a77f544a..c70d113784 100644
--- a/use-cases/plarium-krasnodar/index.html
+++ b/use-cases/plarium-krasnodar/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+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="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 b865f5ebd7..aee8479a25 100644
--- a/use-cases/seniorlink/index.html
+++ b/use-cases/seniorlink/index.html
@@ -31,13 +31,13 @@ We had built a robust stack of batch processes to deliver
value to the business,
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+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="2026-03-22T23:16:14+01:00">
+ <meta itemprop="dateModified" content="2026-03-22T23:51:10+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 f1b3e6f934..bb0102458b 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">
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<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 [...]
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diff --git a/use-cases/snapp/index.html b/use-cases/snapp/index.html
index 2b59b06e61..45e5418fdc 100644
--- a/use-cases/snapp/index.html
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@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-03-22T23:16:14+01:00">
+ <meta property="article:modified_time" content="2026-03-22T23:51:10+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.">
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<meta itemprop="wordCount" content="641">
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<meta itemprop="keywords" content="Testimonial">
diff --git a/use-cases/suse/index.html b/use-cases/suse/index.html
index 7956f1fca6..be109833fb 100644
--- a/use-cases/suse/index.html
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@@ -31,13 +31,13 @@ The construction of these containers requires the
installation of several librar
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<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="RancherBySUSE">
<meta itemprop="description" content="What was the problem? Our aim was to
build, package, test and distribute curated and trusted containers at scale in
an automated way. Those containers can be of any nature, meaning that we need a
solution that allows us to build any kind of software with any kind of building
tools like Maven, Rust, Java, Ant, or Go.
The construction of these containers requires the installation of several
libraries (which may even conflict) and the orchestration of complex workflows
with several integrations, executed either on a scheduled basis or triggered by
events from external systems.">
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