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new 946bed8e05 Docs updated via
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commit 946bed8e056b867bbcb3f3eff0c07ef543e86e2f
Author: GitHub Actions <[email protected]>
AuthorDate: Tue Jan 6 16:43:31 2026 +0000
Docs updated via refs/heads/main:222e22d9240c65d28d433a58dd428db82ee0e3b4
---
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blocktype/index.html | 2 +-
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blog/airflow-1.10.10/index.html | 4 +-
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87 files changed, 213 insertions(+), 213 deletions(-)
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index 65160c06e6..3bae87ddd8 100644
--- a/announcements/index.html
+++ b/announcements/index.html
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Yeonguk Choo (@choo1
Thanks to all the contributors who made this possible.
December 10, 2025 We’ve just released Apache Airflow 3.1.4 and Task SDK 1.1.4
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index 8a37d981d1..a92f972c60 100644
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b/blog/airflow-survey-2022/index.html
index 59b622ee93..9b9fec430a 100644
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b/blog/airflow-survey-2023/index.html
index 65963146c9..b76e367787 100644
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<meta itemprop="datePublished" content="2023-09-21T00:00:00+00:00">
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b/blog/airflow-survey-2024/index.html
index 6bfc22d058..a04a03b5ee 100644
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b/blog/airflow_summit_2021/index.html
index a60802eeb8..0b2601a963 100644
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index 3dabc385a3..acd8729626 100644
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b/blog/announcing-new-website/index.html
index 43ac33a4af..61be665080 100644
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- <meta itemprop="dateModified" content="2026-01-03T20:17:19+02:00">
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diff --git a/blog/apache-airflow-for-newcomers/index.html
b/blog/apache-airflow-for-newcomers/index.html
index 211903c7a3..73a4015b57 100644
--- a/blog/apache-airflow-for-newcomers/index.html
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@@ -32,7 +32,7 @@ Authoring Workflow in Apache Airflow. Airflow makes it easy
to author workflows
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
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content="2020-08-17T00:00:00+00:00">
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the other hand, is the process of planning, controlling, and optimizing when a
particular task should be done.
Authoring Workflow in Apache Airflow. Airflow makes it easy to author
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b/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/index.html
index d964ee8dbb..f77c69240f 100644
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- <meta itemprop="dateModified" content="2026-01-03T20:17:19+02:00">
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index 1efe60c19a..d63008168c 100644
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as my blog for the
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index a60d14e088..b7a77e7df1 100644
--- a/blog/experience-with-airflow-as-an-outreachy-intern/index.html
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project under an or
<meta property="og:type" content="article">
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content="2020-08-30T00:00:00+00:00">
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<meta itemprop="description" content="Outreachy is a program which organises
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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">
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b/blog/fab-oid-vulnerability/index.html
index ca1d3815d1..029cbc7b76 100644
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<meta property="og:image" content="/images/feature-image.png">
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<meta itemprop="description" content="Advising users who still use a
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index 54118d74b4..a3603f4509 100644
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<meta property="og:image" content="/images/feature-image.png">
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b/blog/introducing_setup_teardown/index.html
index a87f3247af..7e2a940321 100644
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<meta itemprop="datePublished" content="2023-08-18T00:00:00+00:00">
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<meta property="og:image" content="/images/feature-image.png">
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<meta itemprop="datePublished" content="2019-11-22T00:00:00+00:00">
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b/blog/tags/airflow-summit/index.html
index 19c885695b..b561a626f2 100644
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b/blog/tags/airflow-summit/index.xml
index 5ce2b3379f..545bb2f99b 100644
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@@ -6,7 +6,7 @@
<description>Recent content in Community on Apache Airflow</description>
<generator>Hugo</generator>
<language>en</language>
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<item>
<title>Airflow Survey 2024</title>
diff --git a/blog/tags/development/index.html b/blog/tags/development/index.html
index ad1c81b556..00b0a3e8db 100644
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index 8e3cf054fb..5a371b97f6 100644
--- a/blog/tags/development/index.xml
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<description>Recent content in Development on Apache Airflow</description>
<generator>Hugo</generator>
<language>en</language>
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<atom:link href="/blog/tags/development/index.xml" rel="self"
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<item>
<title>Documenting using local development environment</title>
diff --git a/blog/tags/documentation/index.html
b/blog/tags/documentation/index.html
index 0677f6f65a..6b1181e543 100644
--- a/blog/tags/documentation/index.html
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- <meta itemprop="dateModified" content="2026-01-03T20:17:19+02:00">
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diff --git a/blog/tags/documentation/index.xml
b/blog/tags/documentation/index.xml
index e132443eb1..509d73ee9a 100644
--- a/blog/tags/documentation/index.xml
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@@ -6,7 +6,7 @@
<description>Recent content in Documentation on Apache
Airflow</description>
<generator>Hugo</generator>
<language>en</language>
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<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 2eda86d8d4..33be8d23ff 100644
--- a/blog/tags/release/index.html
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<meta itemprop="datePublished" content="2025-10-15T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-01-03T20:17:19+02:00">
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index 0229812d57..9d8796ca9e 100644
--- a/blog/tags/release/index.xml
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@@ -6,7 +6,7 @@
<description>Recent content in Release on Apache Airflow</description>
<generator>Hugo</generator>
<language>en</language>
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<item>
<title>Apache Airflow CTL aka airflowctl 0.1.0</title>
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index 10f9b077fa..3191087cf9 100644
--- a/blog/tags/rest-api/index.html
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<meta itemprop="datePublished" content="2020-07-19T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-01-03T20:17:19+02:00">
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index c083e38f4f..cb1b5abcad 100644
--- a/blog/tags/rest-api/index.xml
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@@ -6,7 +6,7 @@
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index dc0b687f12..3ef4054e54 100644
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diff --git a/blog/tags/survey/index.xml b/blog/tags/survey/index.xml
index 5522fa3f77..c8c8d09032 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>
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<atom:link href="/blog/tags/survey/index.xml" rel="self"
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<item>
<title>Airflow Survey 2024</title>
diff --git a/blog/tags/users/index.html b/blog/tags/users/index.html
index 370c5d4808..273bb2bffc 100644
--- a/blog/tags/users/index.html
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- <meta itemprop="dateModified" content="2026-01-03T20:17:19+02:00">
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diff --git a/blog/tags/users/index.xml b/blog/tags/users/index.xml
index 6c34e11b9d..df1030dd21 100644
--- a/blog/tags/users/index.xml
+++ b/blog/tags/users/index.xml
@@ -6,7 +6,7 @@
<description>Recent content in Users on Apache Airflow</description>
<generator>Hugo</generator>
<language>en</language>
- <lastBuildDate>Sat, 03 Jan 2026 20:17:19 +0200</lastBuildDate>
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<atom:link href="/blog/tags/users/index.xml" rel="self"
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<title>Airflow Survey 2024</title>
diff --git a/blog/tags/vulnerabilities/index.html
b/blog/tags/vulnerabilities/index.html
index 1869d88478..fbb78462a0 100644
--- a/blog/tags/vulnerabilities/index.html
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@@ -35,7 +35,7 @@
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<meta itemprop="datePublished" content="2024-02-26T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+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 bf3048b124..fbdfc5600f 100644
--- a/blog/tags/vulnerabilities/index.xml
+++ b/blog/tags/vulnerabilities/index.xml
@@ -6,7 +6,7 @@
<description>Recent content in Vulnerabilities on Apache
Airflow</description>
<generator>Hugo</generator>
<language>en</language>
- <lastBuildDate>Sat, 03 Jan 2026 20:17:19 +0200</lastBuildDate>
+ <lastBuildDate>Tue, 06 Jan 2026 17:40:26 +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 2a4e192066..b0d10bdbeb 100644
--- a/code-of-conduct/index.html
+++ b/code-of-conduct/index.html
@@ -36,7 +36,7 @@ Airflow Slack Guidelines Airflow Slack abides by The Apache
Foundation’s Code
<meta itemprop="name" content="Code of Conduct">
<meta itemprop="description" content="Community Code of Conduct All Airflow
Community groups abide by The Apache Software Foundation’s (ASF) Code of
Conduct . Below, please find a breakdown of how that code applies to Airflow
Slack and in-person Meetups
Airflow Slack Guidelines Airflow Slack abides by The Apache Foundation’s Code
of Conduct . In addition to those primary guidelines, these policies are
specifically for Airflow Slack. The Airflow Slack community contains
40,000+ members and continues to grow. Because this community is run by the
very practitioners who build in Airflow daily, our members feel a sense of
camaraderie, ownership, and comfortability here. Â ">
- <meta itemprop="dateModified" content="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+01:00">
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<meta itemprop="image" content="/images/feature-image.png">
diff --git a/community/index.html b/community/index.html
index f0f63f77fd..7f9e2c45c8 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="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+01:00">
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<meta itemprop="image" content="/images/feature-image.png">
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index cd1172bd88..ae764fe089 100644
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<meta property="og:type" content="article">
<meta property="article:section" content="community">
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+ <meta property="article:modified_time" content="2026-01-06T17:40:26+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 Brandbook Drawio Diagrams
Lucidchart Diagrams Promo stuff Proposed Logo Redesign">
- <meta itemprop="dateModified" content="2026-01-03T20:17:19+02:00">
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index 2034795a0f..7287fe0edb 100644
--- a/docs/index.html
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@@ -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="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+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 350a4a0ad3..172e2765ba 100644
--- a/ecosystem/index.html
+++ b/ecosystem/index.html
@@ -36,7 +36,7 @@ If you would you like to be included on this page, please
reach out to the Apach
<meta itemprop="name" content="Ecosystem">
<meta itemprop="description" content="Â Ecosystem These resources and
services are not maintained, nor endorsed by the Apache Airflow® Community and
Apache Airflow project (maintained by the Committers and the Airflow PMC). Use
them at your sole discretion. The community does not verify the licences nor
validity of those tools, so it’s your responsibility to verify them.
If you would you like to be included on this page, please reach out to the
Apache Airflow dev or user mailing list and let us know or simply open a Pull
Request to that page.">
- <meta itemprop="dateModified" content="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+01:00">
<meta itemprop="wordCount" content="2073">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/index.html b/index.html
index 21a05d6564..f525edb6c6 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="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+01:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/meetups/index.html b/meetups/index.html
index 8d9d260da2..fe2b20c2e0 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="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+01:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/privacy-notice/index.html b/privacy-notice/index.html
index 89e9e7fbe6..839fa23435 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="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+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 8661236ace..d16f817252 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="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+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 f790b24019..6eacee5821 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="2026-01-03T20:17:19+02:00">
+ <meta property="article:modified_time" content="2026-01-06T17:40:26+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="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+01:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/sitemap.xml b/sitemap.xml
index a8adc109c2..ebf765c619 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -3,233 +3,233 @@
xmlns:xhtml="http://www.w3.org/1999/xhtml";>
<url>
<loc>/docs/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/airflowctl-0.1.0/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/tags/release/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/tags/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/airflow-3.1.0/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/airflow-three-point-oh-is-here/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2024/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/tags/community/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/tags/survey/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/tags/users/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.10.0/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.9.0/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/tags/vulnerabilities/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/fab-oid-vulnerability/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.8.0/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2023/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.7.0/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/introducing_setup_teardown/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.6.0/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.5.0/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.4.0/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2022/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/tags/airflow-summit/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/airflow_summit_2022/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.3.0/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/airflow-2.2.0/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/airflow_summit_2021/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2020/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/airflow-two-point-oh-is-here/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/experience-with-airflow-as-an-outreachy-intern/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.12/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/apache-airflow-for-newcomers/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
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</url><url>
<loc>/announcements/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/implementing-stable-api-for-apache-airflow/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/tags/rest-api/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
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</url><url>
<loc>/blog/airflow-1.10.10/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.8-1.10.9/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/tags/documentation/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/airflow-survey/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/announcing-new-website/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
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</url><url>
<loc>/blog/tags/development/</loc>
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</url><url>
<loc>/blog/documenting-using-local-development-environments/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blog/its-a-breeze-to-develop-apache-airflow/</loc>
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</url><url>
<loc>/community/resources/</loc>
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</url><url>
<loc>/survey/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/use-cases/adjoe/</loc>
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</url><url>
<loc>/use-cases/adobe/</loc>
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</url><url>
<loc>/use-cases/adyen/</loc>
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</url><url>
<loc>/use-cases/big-fish-games/</loc>
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</url><url>
<loc>/blocktype/</loc>
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</url><url>
<loc>/blog/</loc>
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</url><url>
<loc>/use-cases/business_operations/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/categories/</loc>
</url><url>
<loc>/code-of-conduct/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/community/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/use-cases/dish/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/ecosystem/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/use-cases/etl_analytics/</loc>
- <lastmod>2026-01-03T20:17:19+02:00</lastmod>
+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/use-cases/experity/</loc>
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</url><url>
<loc>/</loc>
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</url><url>
<loc>/use-cases/infrastructure-management/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/meetups/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/use-cases/mlops/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/use-cases/onefootball/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/use-cases/plarium-krasnodar/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/privacy-notice/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/use-cases/suse/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/roadmap/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/search/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/use-cases/seniorlink/</loc>
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</url><url>
<loc>/use-cases/sift/</loc>
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</url><url>
<loc>/use-cases/snapp/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blocktype/testimonial/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/use-cases/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url><url>
<loc>/blocktype/use-case/</loc>
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+ <lastmod>2026-01-06T17:40:26+01:00</lastmod>
</url>
</urlset>
diff --git a/survey/index.html b/survey/index.html
index 4d21641cef..efccb81134 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="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+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 99c6525dba..5e109f3810 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="2025-10-15T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+01:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/tags/index.xml b/tags/index.xml
index 3f6e523148..2b99a5503c 100644
--- a/tags/index.xml
+++ b/tags/index.xml
@@ -6,7 +6,7 @@
<description>Recent content in Tags on Apache Airflow</description>
<generator>Hugo</generator>
<language>en</language>
- <lastBuildDate>Sat, 03 Jan 2026 20:17:19 +0200</lastBuildDate>
+ <lastBuildDate>Tue, 06 Jan 2026 17:40:26 +0100</lastBuildDate>
<atom:link href="/tags/index.xml" rel="self" type="application/rss+xml" />
<item>
<title>Release</title>
diff --git a/use-cases/adjoe/index.html b/use-cases/adjoe/index.html
index 3c24327b43..1817f80562 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="2026-01-03T20:17:19+02:00">
+ <meta property="article:modified_time" content="2026-01-06T17:40:26+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="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+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 110e853c66..e44f59f7d9 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="2026-01-03T20:17:19+02:00">
+ <meta property="article:modified_time" content="2026-01-06T17:40:26+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="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+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 936052c23a..2940196353 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="2026-01-03T20:17:19+02:00">
+ <meta property="article:modified_time" content="2026-01-06T17:40:26+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="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+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 7d7d4b407d..688c254e56 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="2026-01-03T20:17:19+02:00">
+ <meta property="article:modified_time" content="2026-01-06T17:40:26+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="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+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 c67e008fcc..730a0b23b4 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="2026-01-03T20:17:19+02:00">
+ <meta property="article:modified_time" content="2026-01-06T17:40:26+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="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+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 1cbf6c3661..3d1ea842c2 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="2026-01-03T20:17:19+02:00">
+ <meta property="article:modified_time" content="2026-01-06T17:40:26+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="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+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 aee7cbfc35..03c959613a 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="2026-01-03T20:17:19+02:00">
+ <meta property="article:modified_time" content="2026-01-06T17:40:26+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="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+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 ecde58450a..1fd3ac6ab4 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="2026-01-03T20:17:19+02:00">
+ <meta property="article:modified_time" content="2026-01-06T17:40:26+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="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+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 e4a1f617b1..58b61b24b6 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="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+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 ee2bfa2428..3f712c5b43 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="2026-01-03T20:17:19+02:00">
+ <meta property="article:modified_time" content="2026-01-06T17:40:26+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="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+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 e02b44a194..d6dda66c86 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="2026-01-03T20:17:19+02:00">
+ <meta property="article:modified_time" content="2026-01-06T17:40:26+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="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+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 61d92b8c84..d595456941 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="2026-01-03T20:17:19+02:00">
+ <meta property="article:modified_time" content="2026-01-06T17:40:26+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="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+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 0204963763..d7a633c12a 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="2026-01-03T20:17:19+02:00">
+ <meta property="article:modified_time" content="2026-01-06T17:40:26+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="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+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 1a2d6e568b..7c38e7a0bd 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="2026-01-03T20:17:19+02:00">
+ <meta property="article:modified_time" content="2026-01-06T17:40:26+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="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+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 3d7677ac93..6b6b829034 100644
--- a/use-cases/sift/index.html
+++ b/use-cases/sift/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-01-03T20:17:19+02:00">
+ <meta property="article:modified_time" content="2026-01-06T17:40:26+01:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Sift">
<meta itemprop="description" content="What was the problem? At Sift, we’re
constantly training machine learning models that feed into the core of Sift’s
Digital Trust & Safety platform. The platform gives our customers a way to
discern suspicious online behavior from trustworthy behavior, allowing our
customers to protect their online transactions, maintain the integrity of their
content platforms, and keep their users’ accounts secure. To make this
possible, we’ve built model trai [...]
- <meta itemprop="dateModified" content="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+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 84dfadceff..983fcae431 100644
--- a/use-cases/snapp/index.html
+++ b/use-cases/snapp/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-01-03T20:17:19+02:00">
+ <meta property="article:modified_time" content="2026-01-06T17:40:26+01:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Snapp">
<meta itemprop="description" content="What was the problem? As the Map team
at Snapp, one of the largest and fastest-growing internet companies in the
Middle East, we have experienced significant growth over the past couple of
years, expanding from a team of 7 to a team of 60. However, with this growth
came the realization that some of our crucial tasks were being performed
manually. This manual approach consumed valuable time and hindered our ability
to execute these tasks efficiently.">
- <meta itemprop="dateModified" content="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+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 07c3933bb2..8121fde2fa 100644
--- a/use-cases/suse/index.html
+++ b/use-cases/suse/index.html
@@ -31,13 +31,13 @@ The construction of these containers requires the
installation of several librar
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-01-03T20:17:19+02:00">
+ <meta property="article:modified_time" content="2026-01-06T17:40:26+01:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="RancherBySUSE">
<meta itemprop="description" content="What was the problem? Our aim was to
build, package, test and distribute curated and trusted containers at scale in
an automated way. Those containers can be of any nature, meaning that we need a
solution that allows us to build any kind of software with any kind of building
tools like Maven, Rust, Java, Ant, or Go.
The construction of these containers requires the installation of several
libraries (which may even conflict) and the orchestration of complex workflows
with several integrations, executed either on a scheduled basis or triggered by
events from external systems.">
- <meta itemprop="dateModified" content="2026-01-03T20:17:19+02:00">
+ <meta itemprop="dateModified" content="2026-01-06T17:40:26+01:00">
<meta itemprop="wordCount" content="361">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Testimonial">
