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commit 0614317962db94fca13b3921f07276bb0aaa739b
Author: GitHub Actions <[email protected]>
AuthorDate: Wed Dec 17 17:37:20 2025 +0000
Docs updated via refs/heads/main:42f994da45887f26e89ad704130fd4ad9d5c47c6
---
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blocktype/index.html | 2 +-
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diff --git a/announcements/index.html b/announcements/index.html
index c5bc008b9b..887bab2b83 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 bf137abd38..8e5a2f5a6d 100644
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b/blog/airflow-survey-2020/index.html
index 13e2f9f216..73c26b33a6 100644
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b/blog/airflow-survey-2022/index.html
index a2669ec665..261c468b28 100644
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b/blog/airflow-survey-2023/index.html
index 53b34197ca..e5bd9b014f 100644
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<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">
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b/blog/airflow-survey-2024/index.html
index 805e6c522c..876c1185f8 100644
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<meta itemprop="datePublished" content="2025-02-27T00:00:00+00:00">
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index 6601a64c84..ea83a20252 100644
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index 5f653a98c7..c8eade348f 100644
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<meta property="og:type" content="article">
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index 874ce979f9..43eced8581 100644
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b/blog/airflow_summit_2021/index.html
index eeb8d070f0..b8c81167ef 100644
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index 804615c329..07176c2679 100644
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index d29e976243..7750feb8fa 100644
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<meta itemprop="name" content="Apache Airflow CTL aka airflowctl 0.1.0">
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b/blog/announcing-new-website/index.html
index d43feb52d1..e0552b0ed9 100644
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- <meta itemprop="dateModified" content="2025-12-17T14:47:41+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 dc0acbf9a9..0ac5558388 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
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
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b/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/index.html
index 91c6632644..9492f6ecc9 100644
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index 7f9e707ead..4a37d4fc9f 100644
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@@ -32,7 +32,7 @@ About Me I have been writing tech articles on medium as well
as my blog for the
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process felt a lot like GSoC except that this was about documentation.
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b/blog/tags/documentation/index.xml
index 354acc817d..4c219545a1 100644
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index 5294e07aac..147c915a81 100644
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index b36c1304b5..3f8eace960 100644
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index 3961d6ab58..bf1b12194c 100644
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index 529acd5ef1..8bbc0e5bcd 100644
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index 6389e0e3e5..cc00056ab8 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 43028df0a0..5e7efa9591 100644
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<language>en</language>
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b/blog/tags/vulnerabilities/index.html
index d56f9ce752..faa18578eb 100644
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- <meta itemprop="dateModified" content="2025-12-17T14:47:41+00:00">
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diff --git a/blog/tags/vulnerabilities/index.xml
b/blog/tags/vulnerabilities/index.xml
index c224a3e391..13b793497b 100644
--- a/blog/tags/vulnerabilities/index.xml
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@@ -6,7 +6,7 @@
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<generator>Hugo</generator>
<language>en</language>
- <lastBuildDate>Wed, 17 Dec 2025 14:47:41 +0000</lastBuildDate>
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<atom:link href="/blog/tags/vulnerabilities/index.xml" rel="self"
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<item>
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index b17004db5f..3877d846d5 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="name" content="Code of Conduct">
<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
camaraderie, ownership, and comfortability here. ">
- <meta itemprop="dateModified" content="2025-12-17T14:47:41+00:00">
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<meta itemprop="image" content="/images/feature-image.png">
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index c1dfa5fce2..4b990358d0 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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Lucidchart Diagrams Promo stuff Proposed Logo Redesign">
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+ <meta itemprop="dateModified" content="2025-12-17T17:34:28+00:00">
<meta itemprop="wordCount" content="31">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/docs/index.html b/docs/index.html
index 8bcfc609c2..23e03be6b2 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="2025-12-17T14:47:41+00:00">
+ <meta itemprop="dateModified" content="2025-12-17T17:34:28+00:00">
<meta itemprop="wordCount" content="586">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/ecosystem/index.html b/ecosystem/index.html
index b8a7aaf70d..10d7dfd68e 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="2025-12-17T14:47:41+00:00">
+ <meta itemprop="dateModified" content="2025-12-17T17:34:28+00:00">
<meta itemprop="wordCount" content="2045">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/index.html b/index.html
index 433ee17cc8..1413c6f6f9 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="2025-12-17T14:47:41+00:00">
+ <meta itemprop="dateModified" content="2025-12-17T17:34:28+00:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/meetups/index.html b/meetups/index.html
index 02690d01a6..d52bc77bce 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="2025-12-17T14:47:41+00:00">
+ <meta itemprop="dateModified" content="2025-12-17T17:34:28+00:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/privacy-notice/index.html b/privacy-notice/index.html
index 085a401982..fdc2c1ed16 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="2025-12-17T14:47:41+00:00">
+ <meta itemprop="dateModified" content="2025-12-17T17:34:28+00:00">
<meta itemprop="wordCount" content="13">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/roadmap/index.html b/roadmap/index.html
index 14c2f04d1f..83b24e6612 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="2025-12-17T14:47:41+00:00">
+ <meta itemprop="dateModified" content="2025-12-17T17:34:28+00:00">
<meta itemprop="wordCount" content="734">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/search/index.html b/search/index.html
index b723524704..93ba616502 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="2025-12-17T14:47:41+00:00">
+ <meta property="article:modified_time" content="2025-12-17T17:34:28+00:00">
<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="2025-12-17T14:47:41+00:00">
+ <meta itemprop="dateModified" content="2025-12-17T17:34:28+00:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/sitemap.xml b/sitemap.xml
index d5d22c6d8e..669a68ccce 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -3,233 +3,233 @@
xmlns:xhtml="http://www.w3.org/1999/xhtml";>
<url>
<loc>/docs/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/airflowctl-0.1.0/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/tags/release/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/tags/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/airflow-3.1.0/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/airflow-three-point-oh-is-here/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2024/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/tags/community/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/tags/survey/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/tags/users/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.10.0/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.9.0/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/tags/vulnerabilities/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/fab-oid-vulnerability/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.8.0/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2023/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.7.0/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/introducing_setup_teardown/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.6.0/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.5.0/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.4.0/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2022/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/tags/airflow-summit/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/airflow_summit_2022/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.3.0/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.2.0/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/airflow_summit_2021/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2020/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/airflow-two-point-oh-is-here/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/experience-with-airflow-as-an-outreachy-intern/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.12/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/apache-airflow-for-newcomers/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/announcements/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/implementing-stable-api-for-apache-airflow/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/tags/rest-api/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.10/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.8-1.10.9/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/tags/documentation/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/airflow-survey/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/announcing-new-website/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/tags/development/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/documenting-using-local-development-environments/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/its-a-breeze-to-develop-apache-airflow/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/community/resources/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/survey/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/use-cases/adjoe/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/use-cases/adobe/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/use-cases/adyen/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/use-cases/big-fish-games/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blocktype/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blog/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/use-cases/business_operations/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/categories/</loc>
</url><url>
<loc>/code-of-conduct/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/community/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/use-cases/dish/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/ecosystem/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/use-cases/etl_analytics/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/use-cases/experity/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/use-cases/infrastructure-management/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/meetups/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/use-cases/mlops/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/use-cases/onefootball/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/use-cases/plarium-krasnodar/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/privacy-notice/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/use-cases/suse/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/roadmap/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/search/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/use-cases/seniorlink/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/use-cases/sift/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/use-cases/snapp/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blocktype/testimonial/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/use-cases/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url><url>
<loc>/blocktype/use-case/</loc>
- <lastmod>2025-12-17T14:47:41+00:00</lastmod>
+ <lastmod>2025-12-17T17:34:28+00:00</lastmod>
</url>
</urlset>
diff --git a/survey/index.html b/survey/index.html
index 25e74a9494..b03fa11564 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...
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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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<description>Recent content in Tags on Apache Airflow</description>
<generator>Hugo</generator>
<language>en</language>
- <lastBuildDate>Wed, 17 Dec 2025 14:47:41 +0000</lastBuildDate>
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<item>
<title>Release</title>
diff --git a/use-cases/adjoe/index.html b/use-cases/adjoe/index.html
index cb32ccf921..72ce969190 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="2025-12-17T14:47:41+00:00">
+ <meta property="article:modified_time" content="2025-12-17T17:34:28+00:00">
<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="2025-12-17T14:47:41+00:00">
+ <meta itemprop="dateModified" content="2025-12-17T17:34:28+00:00">
<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 df37f7f1d0..109685e683 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="2025-12-17T14:47:41+00:00">
+ <meta property="article:modified_time" content="2025-12-17T17:34:28+00:00">
<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="2025-12-17T14:47:41+00:00">
+ <meta itemprop="dateModified" content="2025-12-17T17:34:28+00:00">
<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 3411acaf33..59d2adfabf 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="2025-12-17T14:47:41+00:00">
+ <meta property="article:modified_time" content="2025-12-17T17:34:28+00:00">
<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="2025-12-17T14:47:41+00:00">
+ <meta itemprop="dateModified" content="2025-12-17T17:34:28+00:00">
<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 75b22b52ed..4b3947f9d1 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="2025-12-17T14:47:41+00:00">
+ <meta property="article:modified_time" content="2025-12-17T17:34:28+00:00">
<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="2025-12-17T14:47:41+00:00">
+ <meta itemprop="dateModified" content="2025-12-17T17:34:28+00:00">
<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 d31bd9a941..4ed85a6695 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="2025-12-17T14:47:41+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 ad81b81af0..d8399132be 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="2025-12-17T14:47:41+00:00">
+ <meta property="article:modified_time" content="2025-12-17T17:34:28+00:00">
<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="2025-12-17T14:47:41+00:00">
+ <meta itemprop="dateModified" content="2025-12-17T17:34:28+00:00">
<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 fab617cc24..3bc69c4160 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="2025-12-17T14:47:41+00:00">
+ <meta property="article:modified_time" content="2025-12-17T17:34:28+00:00">
<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="2025-12-17T14:47:41+00:00">
+ <meta itemprop="dateModified" content="2025-12-17T17:34:28+00:00">
<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 512d6fa971..1b47f33165 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="2025-12-17T14:47:41+00:00">
+ <meta property="article:modified_time" content="2025-12-17T17:34:28+00:00">
<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="2025-12-17T14:47:41+00:00">
+ <meta itemprop="dateModified" content="2025-12-17T17:34:28+00:00">
<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 04b30022d7..11b61f7c23 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="2025-12-17T14:47:41+00:00">
+ <meta itemprop="dateModified" content="2025-12-17T17:34:28+00:00">
<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 4808ff127a..f88a48a5d5 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="2025-12-17T14:47:41+00:00">
+ <meta property="article:modified_time" content="2025-12-17T17:34:28+00:00">
<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="2025-12-17T14:47:41+00:00">
+ <meta itemprop="dateModified" content="2025-12-17T17:34:28+00:00">
<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 3733f6820c..f569e4f200 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="2025-12-17T14:47:41+00:00">
+ <meta property="article:modified_time" content="2025-12-17T17:34:28+00:00">
<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="2025-12-17T14:47:41+00:00">
+ <meta itemprop="dateModified" content="2025-12-17T17:34:28+00:00">
<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 3e58c332b0..d66df4e67c 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="2025-12-17T14:47:41+00:00">
+ <meta property="article:modified_time" content="2025-12-17T17:34:28+00:00">
<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="2025-12-17T14:47:41+00:00">
+ <meta itemprop="dateModified" content="2025-12-17T17:34:28+00:00">
<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 29faa8a2e5..1c5aecbeb2 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="2025-12-17T14:47:41+00:00">
+ <meta property="article:modified_time" content="2025-12-17T17:34:28+00:00">
<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="2025-12-17T14:47:41+00:00">
+ <meta itemprop="dateModified" content="2025-12-17T17:34:28+00:00">
<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 a51b90309a..96abfe0b05 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="2025-12-17T14:47:41+00:00">
+ <meta property="article:modified_time" content="2025-12-17T17:34:28+00:00">
<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="2025-12-17T14:47:41+00:00">
+ <meta itemprop="dateModified" content="2025-12-17T17:34:28+00:00">
<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 de2927dc9a..3ec210dd83 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="2025-12-17T14:47:41+00:00">
+ <meta property="article:modified_time" content="2025-12-17T17:34:28+00:00">
<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="2025-12-17T14:47:41+00:00">
+ <meta itemprop="dateModified" content="2025-12-17T17:34:28+00:00">
<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 13ec3309a9..7634343c40 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="2025-12-17T14:47:41+00:00">
+ <meta property="article:modified_time" content="2025-12-17T17:34:28+00:00">
<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="2025-12-17T14:47:41+00:00">
+ <meta itemprop="dateModified" content="2025-12-17T17:34:28+00:00">
<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 777c0ef110..278d149734 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="2025-12-17T14:47:41+00:00">
+ <meta property="article:modified_time" content="2025-12-17T17:34:28+00:00">
<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="2025-12-17T14:47:41+00:00">
+ <meta itemprop="dateModified" content="2025-12-17T17:34:28+00:00">
<meta itemprop="wordCount" content="361">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Testimonial">
