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commit cb2efd7f922fccc05a8644abc4121eae0143b05d
Author: GitHub Actions <[email protected]>
AuthorDate: Fri Dec 19 09:07:21 2025 +0000
Docs updated via refs/heads/main:1fde976b9c72c2aab76e02ffdcb640f1b0afae99
---
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87 files changed, 213 insertions(+), 213 deletions(-)
diff --git a/announcements/index.html b/announcements/index.html
index b6fe1d2909..63ec043b80 100644
--- a/announcements/index.html
+++ b/announcements/index.html
@@ -45,7 +45,7 @@ December 10, 2025 We’ve just released Apache Airflow 3.1.4
and Task SDK 1.1.4
📦 PyPI: https://pypi.org/project/apache-airflow/3.1.4/ 📚 Docs:
https://airflow.apache.org/docs/apache-airflow/3.1.4/ 🛠 Release Notes:
https://airflow.apache.org/docs/apache-airflow/3.1.4/release_notes.html 🐳
Docker Image: “docker pull apache/airflow:3.1.4” 🚏 Constraints:
https://github.com/apache/airflow/tree/constraints-3.1.4
Thanks to all the contributors who made this possible.">
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index 3c0becd557..aad0fce594 100644
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<meta itemprop="datePublished" content="2025-09-25T00:00:00+00:00">
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b/blog/airflow-survey-2020/index.html
index 4f8720f90e..c1d8b416a6 100644
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content="2021-03-09T00:00:00+00:00">
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<meta itemprop="description" content="We observe steady growth in number of
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<meta itemprop="datePublished" content="2021-03-09T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-18T21:50:46+00:00">
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b/blog/airflow-survey-2022/index.html
index 49d98220b9..3e124f8ebc 100644
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<meta itemprop="datePublished" content="2022-06-17T00:00:00+00:00">
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diff --git a/blog/airflow-survey-2023/index.html
b/blog/airflow-survey-2023/index.html
index 258857fdda..50cd1d813d 100644
--- a/blog/airflow-survey-2023/index.html
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<meta itemprop="name" content="Airflow Survey 2023">
<meta itemprop="description" content="Airflow 2 has seen rapid adoption,
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advance.">
<meta itemprop="datePublished" content="2023-09-21T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-18T21:50:46+00:00">
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diff --git a/blog/airflow-survey-2024/index.html
b/blog/airflow-survey-2024/index.html
index 3d7f914474..424755cfc1 100644
--- a/blog/airflow-survey-2024/index.html
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<meta property="og:type" content="article">
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<meta itemprop="name" content="Airflow Survey 2024">
<meta itemprop="description" content="With more than 5,250 responses from
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future efforts.">
<meta itemprop="datePublished" content="2025-02-27T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-18T21:50:46+00:00">
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diff --git a/blog/airflow-survey/index.html b/blog/airflow-survey/index.html
index a2ae7b16a1..cd8616ae85 100644
--- a/blog/airflow-survey/index.html
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<meta property="og:type" content="article">
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<meta property="article:published_time"
content="2019-12-11T00:00:00+00:00">
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- <meta itemprop="dateModified" content="2025-12-18T21:50:46+00:00">
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diff --git a/blog/airflow-three-point-oh-is-here/index.html
b/blog/airflow-three-point-oh-is-here/index.html
index 315a295813..d7a9028b82 100644
--- a/blog/airflow-three-point-oh-is-here/index.html
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<meta property="og:type" content="article">
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<meta property="article:published_time"
content="2025-04-22T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-18T21:50:46+00:00">
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<meta property="article:tag" content="Release">
<meta property="og:image" content="/images/feature-image.png">
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b/blog/airflow-two-point-oh-is-here/index.html
index dbd9ebbe6d..e483152e78 100644
--- a/blog/airflow-two-point-oh-is-here/index.html
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<meta property="article:tag" content="Release">
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diff --git a/blog/airflow_summit_2021/index.html
b/blog/airflow_summit_2021/index.html
index 883a2e499e..631cbd190d 100644
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<meta property="og:type" content="article">
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<meta property="article:published_time"
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<meta property="og:image" content="/images/feature-image.png">
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b/blog/airflow_summit_2022/index.html
index 86e325c569..7d08fb263c 100644
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diff --git a/blog/airflowctl-0.1.0/index.html b/blog/airflowctl-0.1.0/index.html
index d930484d6b..0d578b7f6e 100644
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<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="2025-12-18T21:50:46+00:00">
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b/blog/announcing-new-website/index.html
index cd8efa2d0a..ba78d2fce0 100644
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<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="2025-12-18T21:50:46+00:00">
+ <meta property="article:modified_time" content="2025-12-19T10:04:11+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="2025-12-18T21:50:46+00:00">
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diff --git a/blog/apache-airflow-for-newcomers/index.html
b/blog/apache-airflow-for-newcomers/index.html
index 4ae8458aab..1d303a10f6 100644
--- a/blog/apache-airflow-for-newcomers/index.html
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@@ -32,7 +32,7 @@ Authoring Workflow in Apache Airflow. Airflow makes it easy
to author workflows
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2020-08-17T00:00:00+00:00">
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@@ -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
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the other hand, is the process of planning, controlling, and optimizing when a
particular task should be done.
Authoring Workflow in Apache Airflow. Airflow makes it easy to author
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">
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b/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/index.html
index f3c5a1b7e8..8ccbb81738 100644
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a/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/index.html
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<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="ApacheCon Europe 2019 — Thoughts and Insights
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community!">
<meta itemprop="datePublished" content="2019-11-22T00:00:00+00:00">
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index 9ca839df35..3167d398c1 100644
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content="2019-11-22T00:00:00+00:00">
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<meta property="article:tag" content="Development">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Documenting using local development
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<meta itemprop="description" content="The story behind documenting local
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<meta itemprop="datePublished" content="2019-11-22T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-18T21:50:46+00:00">
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diff --git
a/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/index.html
b/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/index.html
index d26c63363a..d40631065d 100644
---
a/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/index.html
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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">
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content="2019-12-20T00:00:00+00:00">
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@@ -40,7 +40,7 @@ About Me I have been writing tech articles on medium as well
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<meta itemprop="description" content="I came across Google Season of Docs
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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
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b/blog/tags/airflow-summit/index.xml
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b/blog/tags/documentation/index.html
index fb0b5fc4f0..b5c4de0e21 100644
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index 6c404e4727..5a9ac24436 100644
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index 140650d7e4..44e8054bc2 100644
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index b7614c93d4..6cd4ebcf48 100644
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index 0285b480a1..fd5a77ad23 100644
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index c0e49827ba..f9183ce8dc 100644
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index 6aa7447f29..ccf9879371 100644
--- a/blog/tags/survey/index.xml
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@@ -6,7 +6,7 @@
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<language>en</language>
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index e8f481ab4b..d597ae95c7 100644
--- a/blog/tags/users/index.xml
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b/blog/tags/vulnerabilities/index.html
index d4c97192cc..c173b288c2 100644
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- <meta itemprop="dateModified" content="2025-12-18T21:50:46+00:00">
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diff --git a/blog/tags/vulnerabilities/index.xml
b/blog/tags/vulnerabilities/index.xml
index 469ba34e09..152cd00a0b 100644
--- a/blog/tags/vulnerabilities/index.xml
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@@ -6,7 +6,7 @@
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Airflow</description>
<generator>Hugo</generator>
<language>en</language>
- <lastBuildDate>Thu, 18 Dec 2025 21:50:46 +0000</lastBuildDate>
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<atom:link href="/blog/tags/vulnerabilities/index.xml" rel="self"
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<title>Vulnerability in long deprecated OpenID authentication method in
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diff --git a/code-of-conduct/index.html b/code-of-conduct/index.html
index c9cd819685..d3df394e26 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
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<meta itemprop="description" content="Community Code of Conduct All Airflow
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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
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- <meta itemprop="dateModified" content="2025-12-18T21:50:46+00:00">
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<meta itemprop="image" content="/images/feature-image.png">
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index 03bb2bf781..07ce6457c6 100644
--- a/community/index.html
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@@ -34,7 +34,7 @@
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<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Apache Airflow">
<meta itemprop="description" content="Promo Materials Download official
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+ <meta itemprop="dateModified" content="2025-12-19T10:04:11+01:00">
<meta itemprop="wordCount" content="31">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/docs/index.html b/docs/index.html
index 00fadce0f1..59aedcc659 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="2025-12-18T21:50:46+00:00">
+ <meta itemprop="dateModified" content="2025-12-19T10:04:11+01:00">
<meta itemprop="wordCount" content="586">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/ecosystem/index.html b/ecosystem/index.html
index b0623d853f..c594a99563 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="2025-12-18T21:50:46+00:00">
+ <meta itemprop="dateModified" content="2025-12-19T10:04:11+01:00">
<meta itemprop="wordCount" content="2073">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/index.html b/index.html
index 40ca134945..b949625871 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="2025-12-18T21:50:46+00:00">
+ <meta itemprop="dateModified" content="2025-12-19T10:04:11+01:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/meetups/index.html b/meetups/index.html
index b79c07453c..aca08773df 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="2025-12-18T21:50:46+00:00">
+ <meta itemprop="dateModified" content="2025-12-19T10:04:11+01:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/privacy-notice/index.html b/privacy-notice/index.html
index 167edd3518..c9e951b821 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="2025-12-18T21:50:46+00:00">
+ <meta itemprop="dateModified" content="2025-12-19T10:04:11+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 a6992524bc..1e467df484 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="2025-12-18T21:50:46+00:00">
+ <meta itemprop="dateModified" content="2025-12-19T10:04:11+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 5d5cc14f7f..602efc5c79 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="2025-12-18T21:50:46+00:00">
+ <meta property="article:modified_time" content="2025-12-19T10:04:11+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="2025-12-18T21:50:46+00:00">
+ <meta itemprop="dateModified" content="2025-12-19T10:04:11+01:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/sitemap.xml b/sitemap.xml
index 350440d327..738c864824 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -3,233 +3,233 @@
xmlns:xhtml="http://www.w3.org/1999/xhtml";>
<url>
<loc>/docs/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/airflowctl-0.1.0/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/tags/release/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/tags/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/airflow-3.1.0/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/airflow-three-point-oh-is-here/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2024/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/tags/community/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/tags/survey/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/tags/users/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.10.0/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.9.0/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/tags/vulnerabilities/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/fab-oid-vulnerability/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.8.0/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2023/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.7.0/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/introducing_setup_teardown/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.6.0/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.5.0/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.4.0/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2022/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/tags/airflow-summit/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/airflow_summit_2022/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.3.0/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.2.0/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/airflow_summit_2021/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2020/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/airflow-two-point-oh-is-here/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/experience-with-airflow-as-an-outreachy-intern/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.12/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/apache-airflow-for-newcomers/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/announcements/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/implementing-stable-api-for-apache-airflow/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/tags/rest-api/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.10/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.8-1.10.9/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/tags/documentation/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/airflow-survey/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/announcing-new-website/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/tags/development/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/documenting-using-local-development-environments/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/its-a-breeze-to-develop-apache-airflow/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/community/resources/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/survey/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/use-cases/adjoe/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/use-cases/adobe/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/use-cases/adyen/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/use-cases/big-fish-games/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blocktype/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blog/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/use-cases/business_operations/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/categories/</loc>
</url><url>
<loc>/code-of-conduct/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/community/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/use-cases/dish/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/ecosystem/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/use-cases/etl_analytics/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/use-cases/experity/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/use-cases/infrastructure-management/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/meetups/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/use-cases/mlops/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/use-cases/onefootball/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/use-cases/plarium-krasnodar/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/privacy-notice/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/use-cases/suse/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/roadmap/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/search/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/use-cases/seniorlink/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/use-cases/sift/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/use-cases/snapp/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blocktype/testimonial/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/use-cases/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url><url>
<loc>/blocktype/use-case/</loc>
- <lastmod>2025-12-18T21:50:46+00:00</lastmod>
+ <lastmod>2025-12-19T10:04:11+01:00</lastmod>
</url>
</urlset>
diff --git a/survey/index.html b/survey/index.html
index f54cc2f141..468148e8ac 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.">
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<meta itemprop="name" content="Tags">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
<meta itemprop="datePublished" content="2025-10-15T00:00:00+00:00">
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@@ -6,7 +6,7 @@
<description>Recent content in Tags on Apache Airflow</description>
<generator>Hugo</generator>
<language>en</language>
- <lastBuildDate>Thu, 18 Dec 2025 21:50:46 +0000</lastBuildDate>
+ <lastBuildDate>Fri, 19 Dec 2025 10:04:11 +0100</lastBuildDate>
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<item>
<title>Release</title>
diff --git a/use-cases/adjoe/index.html b/use-cases/adjoe/index.html
index baff8bb845..fcbbf27fa9 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="2025-12-18T21:50:46+00:00">
+ <meta property="article:modified_time" content="2025-12-19T10:04:11+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="2025-12-18T21:50:46+00:00">
+ <meta itemprop="dateModified" content="2025-12-19T10:04:11+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 ed1218ad82..f29c2e4fbc 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="2025-12-18T21:50:46+00:00">
+ <meta property="article:modified_time" content="2025-12-19T10:04:11+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="2025-12-18T21:50:46+00:00">
+ <meta itemprop="dateModified" content="2025-12-19T10:04:11+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 d1fd0f2710..46ab1e0921 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="2025-12-18T21:50:46+00:00">
+ <meta property="article:modified_time" content="2025-12-19T10:04:11+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="2025-12-18T21:50:46+00:00">
+ <meta itemprop="dateModified" content="2025-12-19T10:04:11+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 845abb2b3f..e2c9b4768f 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="2025-12-18T21:50:46+00:00">
+ <meta property="article:modified_time" content="2025-12-19T10:04:11+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="2025-12-18T21:50:46+00:00">
+ <meta itemprop="dateModified" content="2025-12-19T10:04:11+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 b75773bc0e..598b2478dc 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">
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<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Business Operations">
<meta itemprop="description" content="Use Airflow for Business operations
pipelines Airflow can be the starting point for your business idea! For many
companies, Airflow delivers the data that powers their core business
applications. Whether you need to aggregate user data to power personalized
recommendations, display analytics in a user-facing dashboard, or prepare the
input data for an LLM, Airflow is the perfect orchestrator.
This video shows an example of using Airflow to run the pipelines that power a
customer-facing analytics dashboard. You can find the code shown in this
example here.">
- <meta itemprop="dateModified" content="2025-12-18T21:50:46+00:00">
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<meta itemprop="wordCount" content="425">
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<meta itemprop="keywords" content="Use-Case">
diff --git a/use-cases/dish/index.html b/use-cases/dish/index.html
index e198c3497f..cf8de1e93b 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="2025-12-18T21:50:46+00:00">
+ <meta property="article:modified_time" content="2025-12-19T10:04:11+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="2025-12-18T21:50:46+00:00">
+ <meta itemprop="dateModified" content="2025-12-19T10:04:11+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 632e797651..0c447fd572 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="2025-12-18T21:50:46+00:00">
+ <meta property="article:modified_time" content="2025-12-19T10:04:11+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="2025-12-18T21:50:46+00:00">
+ <meta itemprop="dateModified" content="2025-12-19T10:04:11+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 a0606d5d17..336d05baba 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="2025-12-18T21:50:46+00:00">
+ <meta property="article:modified_time" content="2025-12-19T10:04:11+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="2025-12-18T21:50:46+00:00">
+ <meta itemprop="dateModified" content="2025-12-19T10:04:11+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 bb68d800f3..d61a899789 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="2025-12-18T21:50:46+00:00">
+ <meta itemprop="dateModified" content="2025-12-19T10:04:11+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 c4d402790d..bd87992b56 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="2025-12-18T21:50:46+00:00">
+ <meta property="article:modified_time" content="2025-12-19T10:04:11+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="2025-12-18T21:50:46+00:00">
+ <meta itemprop="dateModified" content="2025-12-19T10:04:11+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 00765549f7..810ada0c93 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="2025-12-18T21:50:46+00:00">
+ <meta property="article:modified_time" content="2025-12-19T10:04:11+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="2025-12-18T21:50:46+00:00">
+ <meta itemprop="dateModified" content="2025-12-19T10:04:11+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 e4010e216a..f7b4d81647 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="2025-12-18T21:50:46+00:00">
+ <meta property="article:modified_time" content="2025-12-19T10:04:11+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="2025-12-18T21:50:46+00:00">
+ <meta itemprop="dateModified" content="2025-12-19T10:04:11+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 4be4e21fa8..50e515aa97 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="2025-12-18T21:50:46+00:00">
+ <meta property="article:modified_time" content="2025-12-19T10:04:11+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="2025-12-18T21:50:46+00:00">
+ <meta itemprop="dateModified" content="2025-12-19T10:04:11+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 fa705e2263..9d9c9c08e2 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="2025-12-18T21:50:46+00:00">
+ <meta property="article:modified_time" content="2025-12-19T10:04:11+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="2025-12-18T21:50:46+00:00">
+ <meta itemprop="dateModified" content="2025-12-19T10:04:11+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 47da1e6024..de65633d88 100644
--- a/use-cases/sift/index.html
+++ b/use-cases/sift/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-18T21:50:46+00:00">
+ <meta property="article:modified_time" content="2025-12-19T10:04:11+01:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Sift">
<meta itemprop="description" content="What was the problem? At Sift, we’re
constantly training machine learning models that feed into the core of Sift’s
Digital Trust & Safety platform. The platform gives our customers a way to
discern suspicious online behavior from trustworthy behavior, allowing our
customers to protect their online transactions, maintain the integrity of their
content platforms, and keep their users’ accounts secure. To make this
possible, we’ve built model trai [...]
- <meta itemprop="dateModified" content="2025-12-18T21:50:46+00:00">
+ <meta itemprop="dateModified" content="2025-12-19T10:04:11+01:00">
<meta itemprop="wordCount" content="641">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Testimonial">
diff --git a/use-cases/snapp/index.html b/use-cases/snapp/index.html
index 968cc84de3..18e95dd20e 100644
--- a/use-cases/snapp/index.html
+++ b/use-cases/snapp/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-18T21:50:46+00:00">
+ <meta property="article:modified_time" content="2025-12-19T10:04:11+01:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Snapp">
<meta itemprop="description" content="What was the problem? As the Map team
at Snapp, one of the largest and fastest-growing internet companies in the
Middle East, we have experienced significant growth over the past couple of
years, expanding from a team of 7 to a team of 60. However, with this growth
came the realization that some of our crucial tasks were being performed
manually. This manual approach consumed valuable time and hindered our ability
to execute these tasks efficiently.">
- <meta itemprop="dateModified" content="2025-12-18T21:50:46+00:00">
+ <meta itemprop="dateModified" content="2025-12-19T10:04:11+01:00">
<meta itemprop="wordCount" content="641">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Testimonial">
diff --git a/use-cases/suse/index.html b/use-cases/suse/index.html
index aa4b345ab8..dc5601ccab 100644
--- a/use-cases/suse/index.html
+++ b/use-cases/suse/index.html
@@ -31,13 +31,13 @@ The construction of these containers requires the
installation of several librar
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-18T21:50:46+00:00">
+ <meta property="article:modified_time" content="2025-12-19T10:04:11+01:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="RancherBySUSE">
<meta itemprop="description" content="What was the problem? Our aim was to
build, package, test and distribute curated and trusted containers at scale in
an automated way. Those containers can be of any nature, meaning that we need a
solution that allows us to build any kind of software with any kind of building
tools like Maven, Rust, Java, Ant, or Go.
The construction of these containers requires the installation of several
libraries (which may even conflict) and the orchestration of complex workflows
with several integrations, executed either on a scheduled basis or triggered by
events from external systems.">
- <meta itemprop="dateModified" content="2025-12-18T21:50:46+00:00">
+ <meta itemprop="dateModified" content="2025-12-19T10:04:11+01:00">
<meta itemprop="wordCount" content="361">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Testimonial">
