This is an automated email from the ASF dual-hosted git repository.
github-bot pushed a commit to branch staging-publish
in repository https://gitbox.apache.org/repos/asf/airflow-site.git
The following commit(s) were added to refs/heads/staging-publish by this push:
new 0f9fdfda0d Docs updated via
refs/heads/staging:1ebdaf835c1c80058784e6475a30b50ed7c1f4b3
0f9fdfda0d is described below
commit 0f9fdfda0d002a7b4199813d240c3060f1625593
Author: GitHub Actions <[email protected]>
AuthorDate: Tue Dec 16 21:54:43 2025 +0000
Docs updated via refs/heads/staging:1ebdaf835c1c80058784e6475a30b50ed7c1f4b3
---
announcements/index.html | 2 +-
blocktype/index.html | 2 +-
blocktype/testimonial/index.html | 2 +-
blocktype/use-case/index.html | 2 +-
blog/airflow-1.10.10/index.html | 4 +-
blog/airflow-1.10.12/index.html | 4 +-
blog/airflow-1.10.8-1.10.9/index.html | 4 +-
blog/airflow-2.10.0/index.html | 4 +-
blog/airflow-2.2.0/index.html | 4 +-
blog/airflow-2.3.0/index.html | 4 +-
blog/airflow-2.4.0/index.html | 4 +-
blog/airflow-2.5.0/index.html | 4 +-
blog/airflow-2.6.0/index.html | 4 +-
blog/airflow-2.7.0/index.html | 4 +-
blog/airflow-2.8.0/index.html | 4 +-
blog/airflow-2.9.0/index.html | 4 +-
blog/airflow-3.1.0/index.html | 4 +-
blog/airflow-survey-2020/index.html | 4 +-
blog/airflow-survey-2022/index.html | 4 +-
blog/airflow-survey-2023/index.html | 4 +-
blog/airflow-survey-2024/index.html | 4 +-
blog/airflow-survey/index.html | 4 +-
blog/airflow-three-point-oh-is-here/index.html | 4 +-
blog/airflow-two-point-oh-is-here/index.html | 4 +-
blog/airflow_summit_2021/index.html | 4 +-
blog/airflow_summit_2022/index.html | 4 +-
blog/airflowctl-0.1.0/index.html | 4 +-
blog/announcing-new-website/index.html | 4 +-
blog/apache-airflow-for-newcomers/index.html | 4 +-
.../index.html | 4 +-
.../index.html | 4 +-
.../index.html | 4 +-
.../index.html | 4 +-
blog/fab-oid-vulnerability/index.html | 4 +-
.../index.html | 4 +-
blog/index.html | 2 +-
blog/introducing_setup_teardown/index.html | 4 +-
.../index.html | 4 +-
blog/tags/airflow-summit/index.html | 2 +-
blog/tags/airflow-summit/index.xml | 2 +-
blog/tags/community/index.html | 2 +-
blog/tags/community/index.xml | 2 +-
blog/tags/development/index.html | 2 +-
blog/tags/development/index.xml | 2 +-
blog/tags/documentation/index.html | 2 +-
blog/tags/documentation/index.xml | 2 +-
blog/tags/release/index.html | 2 +-
blog/tags/release/index.xml | 2 +-
blog/tags/rest-api/index.html | 2 +-
blog/tags/rest-api/index.xml | 2 +-
blog/tags/survey/index.html | 2 +-
blog/tags/survey/index.xml | 2 +-
blog/tags/users/index.html | 2 +-
blog/tags/users/index.xml | 2 +-
blog/tags/vulnerabilities/index.html | 2 +-
blog/tags/vulnerabilities/index.xml | 2 +-
code-of-conduct/index.html | 2 +-
community/index.html | 2 +-
community/resources/index.html | 4 +-
docs/index.html | 2 +-
ecosystem/index.html | 2 +-
index.html | 2 +-
meetups/index.html | 2 +-
privacy-notice/index.html | 2 +-
roadmap/index.html | 2 +-
search/index.html | 4 +-
sitemap.xml | 152 ++++++++++-----------
survey/index.html | 2 +-
tags/index.html | 2 +-
tags/index.xml | 2 +-
use-cases/adjoe/index.html | 4 +-
use-cases/adobe/index.html | 4 +-
use-cases/adyen/index.html | 4 +-
use-cases/big-fish-games/index.html | 4 +-
use-cases/business_operations/index.html | 4 +-
use-cases/dish/index.html | 4 +-
use-cases/etl_analytics/index.html | 4 +-
use-cases/experity/index.html | 4 +-
use-cases/index.html | 2 +-
use-cases/infrastructure-management/index.html | 4 +-
use-cases/mlops/index.html | 4 +-
use-cases/onefootball/index.html | 4 +-
use-cases/plarium-krasnodar/index.html | 4 +-
use-cases/seniorlink/index.html | 4 +-
use-cases/sift/index.html | 4 +-
use-cases/snapp/index.html | 4 +-
use-cases/suse/index.html | 4 +-
87 files changed, 213 insertions(+), 213 deletions(-)
diff --git a/announcements/index.html b/announcements/index.html
index 0760a8f999..5f5ab48e7a 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.">
<meta itemprop="datePublished" content="2020-08-08T05:30:20+05:30">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="5736">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blocktype/index.html b/blocktype/index.html
index 44aa25ce6e..dd27f7f43c 100644
--- a/blocktype/index.html
+++ b/blocktype/index.html
@@ -34,7 +34,7 @@
<meta itemprop="name" content="Blocktype">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blocktype/testimonial/index.html b/blocktype/testimonial/index.html
index 20175b6eeb..d35beeeed0 100644
--- a/blocktype/testimonial/index.html
+++ b/blocktype/testimonial/index.html
@@ -34,7 +34,7 @@
<meta itemprop="name" content="Testimonial">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blocktype/use-case/index.html b/blocktype/use-case/index.html
index 32b07c08d0..fcb5764e5c 100644
--- a/blocktype/use-case/index.html
+++ b/blocktype/use-case/index.html
@@ -34,7 +34,7 @@
<meta itemprop="name" content="Use-Case">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/airflow-1.10.10/index.html b/blog/airflow-1.10.10/index.html
index 0ed1aa8daf..8f62205149 100644
--- a/blog/airflow-1.10.10/index.html
+++ b/blog/airflow-1.10.10/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2020-04-09T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Release">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Apache Airflow 1.10.10">
<meta itemprop="description" content="We are happy to present Apache Airflow
1.10.10">
<meta itemprop="datePublished" content="2020-04-09T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="1142">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Release">
diff --git a/blog/airflow-1.10.12/index.html b/blog/airflow-1.10.12/index.html
index c2ea7e3468..b6c27410e0 100644
--- a/blog/airflow-1.10.12/index.html
+++ b/blog/airflow-1.10.12/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2020-08-25T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Release">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Apache Airflow 1.10.12">
<meta itemprop="description" content="We are happy to present Apache Airflow
1.10.12">
<meta itemprop="datePublished" content="2020-08-25T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="910">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Release">
diff --git a/blog/airflow-1.10.8-1.10.9/index.html
b/blog/airflow-1.10.8-1.10.9/index.html
index 6e0af6bc83..eced07359e 100644
--- a/blog/airflow-1.10.8-1.10.9/index.html
+++ b/blog/airflow-1.10.8-1.10.9/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2020-02-23T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Release">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Apache Airflow 1.10.8 & 1.10.9">
<meta itemprop="description" content="We are happy to present the new 1.10.8
and 1.10.9 releases of Apache Airflow.">
<meta itemprop="datePublished" content="2020-02-23T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="437">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Release">
diff --git a/blog/airflow-2.10.0/index.html b/blog/airflow-2.10.0/index.html
index 1c192c7ccc..f16529e32e 100644
--- a/blog/airflow-2.10.0/index.html
+++ b/blog/airflow-2.10.0/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2024-08-08T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Release">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Apache Airflow 2.10.0 is here">
<meta itemprop="description" content="Apache Airflow 2.10.0 is a
game-changer, with powerful Dataset improvements and the groundbreaking Hybrid
Executor, set to redefine your workflow capabilities!">
<meta itemprop="datePublished" content="2024-08-08T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="1040">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Release">
diff --git a/blog/airflow-2.2.0/index.html b/blog/airflow-2.2.0/index.html
index d3a65309db..b881904ad3 100644
--- a/blog/airflow-2.2.0/index.html
+++ b/blog/airflow-2.2.0/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2021-10-11T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Release">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="What's new in Apache Airflow 2.2.0">
<meta itemprop="description" content="We're proud to announce that
Apache Airflow 2.2.0 has been released.">
<meta itemprop="datePublished" content="2021-10-11T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="658">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Release">
diff --git a/blog/airflow-2.3.0/index.html b/blog/airflow-2.3.0/index.html
index 4f944fd8f3..1d68dd5730 100644
--- a/blog/airflow-2.3.0/index.html
+++ b/blog/airflow-2.3.0/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2022-04-30T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Release">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Apache Airflow 2.3.0 is here">
<meta itemprop="description" content="We're proud to announce that
Apache Airflow 2.3.0 has been released.">
<meta itemprop="datePublished" content="2022-04-30T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="708">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Release">
diff --git a/blog/airflow-2.4.0/index.html b/blog/airflow-2.4.0/index.html
index c80be63aa0..54fe062d76 100644
--- a/blog/airflow-2.4.0/index.html
+++ b/blog/airflow-2.4.0/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2022-09-19T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Release">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Apache Airflow 2.4.0: That Data Aware
Release">
<meta itemprop="description" content="We're proud to announce that
Apache Airflow 2.4.0 has been released with many exciting improvements.">
<meta itemprop="datePublished" content="2022-09-19T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="849">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Release">
diff --git a/blog/airflow-2.5.0/index.html b/blog/airflow-2.5.0/index.html
index 7f1cd26354..3afd293ae7 100644
--- a/blog/airflow-2.5.0/index.html
+++ b/blog/airflow-2.5.0/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2022-12-02T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Release">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Apache Airflow 2.5.0: Tick-Tock">
<meta itemprop="description" content="We're proud to announce that
Apache Airflow 2.5.0 has been released with many quality of life changes.">
<meta itemprop="datePublished" content="2022-12-02T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="391">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Release">
diff --git a/blog/airflow-2.6.0/index.html b/blog/airflow-2.6.0/index.html
index 4ef22d2b6c..06338ee67d 100644
--- a/blog/airflow-2.6.0/index.html
+++ b/blog/airflow-2.6.0/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2023-04-30T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Release">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="what's new in Apache Airflow 2.6.0">
<meta itemprop="description" content="Apache Airflow 2.6.0 has been
released!">
<meta itemprop="datePublished" content="2023-04-30T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="535">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Release">
diff --git a/blog/airflow-2.7.0/index.html b/blog/airflow-2.7.0/index.html
index e02ec3cda3..a23deb5702 100644
--- a/blog/airflow-2.7.0/index.html
+++ b/blog/airflow-2.7.0/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2023-08-18T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Release">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Apache Airflow 2.7.0 is here">
<meta itemprop="description" content="Apache Airflow 2.7.0 has been
released!">
<meta itemprop="datePublished" content="2023-08-18T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="816">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Release">
diff --git a/blog/airflow-2.8.0/index.html b/blog/airflow-2.8.0/index.html
index b9078ea45c..6c8d9be355 100644
--- a/blog/airflow-2.8.0/index.html
+++ b/blog/airflow-2.8.0/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2023-12-15T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Release">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Apache Airflow 2.8.0 is here">
<meta itemprop="description" content="Introducing Apache Airflow 2.8.0:
Enhanced with New Features and Significant Improvements">
<meta itemprop="datePublished" content="2023-12-15T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="730">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Release">
diff --git a/blog/airflow-2.9.0/index.html b/blog/airflow-2.9.0/index.html
index c3230f53ce..378b280674 100644
--- a/blog/airflow-2.9.0/index.html
+++ b/blog/airflow-2.9.0/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2024-04-08T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Release">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Apache Airflow 2.9.0: Dataset and UI
Improvements">
<meta itemprop="description" content="Apache Airflow 2.9.0 is here! Lots of
exciting new Dataset and UI features/improvements this time around.">
<meta itemprop="datePublished" content="2024-04-08T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="1041">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Release">
diff --git a/blog/airflow-3.1.0/index.html b/blog/airflow-3.1.0/index.html
index 97ae9db377..37a275aaf6 100644
--- a/blog/airflow-3.1.0/index.html
+++ b/blog/airflow-3.1.0/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2025-09-25T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Release">
<meta property="og:image" content="/blog/airflow-3.1.0/images/3.1.0.jpg">
<meta itemprop="name" content="Apache Airflow 3.1.0: Human-Centered
Workflows">
<meta itemprop="description" content="Apache Airflow 3.1.0 introduces
Human-in-the-Loop workflows, 17-language internationalization, deadline alerts,
and React plugin system for data orchestration teams.">
<meta itemprop="datePublished" content="2025-09-25T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="1583">
<meta itemprop="image" content="/blog/airflow-3.1.0/images/3.1.0.jpg">
<meta itemprop="keywords" content="Release">
diff --git a/blog/airflow-survey-2020/index.html
b/blog/airflow-survey-2020/index.html
index ea4e1a5166..a365f26651 100644
--- a/blog/airflow-survey-2020/index.html
+++ b/blog/airflow-survey-2020/index.html
@@ -31,7 +31,7 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2021-03-09T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Community">
<meta property="article:tag" content="Survey">
<meta property="article:tag" content="Users">
@@ -40,7 +40,7 @@
<meta itemprop="name" content="Airflow Survey 2020">
<meta itemprop="description" content="We observe steady growth in number of
users as well as in an amount of active contributors. So listening and
understanding our community is of high importance.">
<meta itemprop="datePublished" content="2021-03-09T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="2136">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Community,Survey,Users">
diff --git a/blog/airflow-survey-2022/index.html
b/blog/airflow-survey-2022/index.html
index 738469faf1..12a76530d8 100644
--- a/blog/airflow-survey-2022/index.html
+++ b/blog/airflow-survey-2022/index.html
@@ -31,7 +31,7 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2022-06-17T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Community">
<meta property="article:tag" content="Survey">
<meta property="article:tag" content="Users">
@@ -40,7 +40,7 @@
<meta itemprop="name" content="Airflow Survey 2022">
<meta itemprop="description" content="2021 saw rapid adoption of Airflow 2,
and continued growth of the community. This annual survey helps us understand
how people are using Airflow, and where we can best focus our efforts going
forward.">
<meta itemprop="datePublished" content="2022-06-17T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="3866">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Community,Survey,Users">
diff --git a/blog/airflow-survey-2023/index.html
b/blog/airflow-survey-2023/index.html
index 47af3cbfb3..1cdf0a15cd 100644
--- a/blog/airflow-survey-2023/index.html
+++ b/blog/airflow-survey-2023/index.html
@@ -31,7 +31,7 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2023-09-21T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Community">
<meta property="article:tag" content="Survey">
<meta property="article:tag" content="Users">
@@ -40,7 +40,7 @@
<meta itemprop="name" content="Airflow Survey 2023">
<meta itemprop="description" content="Airflow 2 has seen rapid adoption,
accompanied by continuous community growth. This annual survey helps us
understand how people use Airflow and where we can best focus our efforts as we
advance.">
<meta itemprop="datePublished" content="2023-09-21T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="3">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Community,Survey,Users">
diff --git a/blog/airflow-survey-2024/index.html
b/blog/airflow-survey-2024/index.html
index 2ef1afbe3b..c05127a36a 100644
--- a/blog/airflow-survey-2024/index.html
+++ b/blog/airflow-survey-2024/index.html
@@ -31,7 +31,7 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2025-02-27T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Community">
<meta property="article:tag" content="Survey">
<meta property="article:tag" content="Users">
@@ -40,7 +40,7 @@
<meta itemprop="name" content="Airflow Survey 2024">
<meta itemprop="description" content="With more than 5,250 responses from
116 countries, this is the largest data engineering survey to date. Conducted
annually, it offers valuable insights into Airflow usage and helps guide our
future efforts.">
<meta itemprop="datePublished" content="2025-02-27T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="3">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Community,Survey,Users">
diff --git a/blog/airflow-survey/index.html b/blog/airflow-survey/index.html
index 60b7d6837f..9e1b9952f9 100644
--- a/blog/airflow-survey/index.html
+++ b/blog/airflow-survey/index.html
@@ -31,7 +31,7 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2019-12-11T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Community">
<meta property="article:tag" content="Survey">
<meta property="article:tag" content="Users">
@@ -40,7 +40,7 @@
<meta itemprop="name" content="Airflow Survey 2019">
<meta itemprop="description" content="Receiving and adjusting to our users’
feedback is a must. Let’s see who Airflow users are, how they play with it, and
what they miss.">
<meta itemprop="datePublished" content="2019-12-11T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="1723">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Community,Survey,Users">
diff --git a/blog/airflow-three-point-oh-is-here/index.html
b/blog/airflow-three-point-oh-is-here/index.html
index 1bdc7c7d69..1e6221acd1 100644
--- a/blog/airflow-three-point-oh-is-here/index.html
+++ b/blog/airflow-three-point-oh-is-here/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2025-04-22T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Release">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Apache Airflow® 3 is Generally Available!">
<meta itemprop="description" content="We're proud to announce that
Apache Airflow 3.0.0 has been released.">
<meta itemprop="datePublished" content="2025-04-22T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="2192">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Release">
diff --git a/blog/airflow-two-point-oh-is-here/index.html
b/blog/airflow-two-point-oh-is-here/index.html
index 2e02fab036..20dc1dfa76 100644
--- a/blog/airflow-two-point-oh-is-here/index.html
+++ b/blog/airflow-two-point-oh-is-here/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2020-12-17T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Release">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Apache Airflow 2.0 is here!">
<meta itemprop="description" content="We're proud to announce that
Apache Airflow 2.0.0 has been released.">
<meta itemprop="datePublished" content="2020-12-17T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="1165">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Release">
diff --git a/blog/airflow_summit_2021/index.html
b/blog/airflow_summit_2021/index.html
index db7f829ffb..08328bc061 100644
--- a/blog/airflow_summit_2021/index.html
+++ b/blog/airflow_summit_2021/index.html
@@ -31,7 +31,7 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2021-03-21T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Community">
<meta property="article:tag" content="Airflow Summit">
<meta property="og:image" content="/images/feature-image.png">
@@ -39,7 +39,7 @@
<meta itemprop="name" content="Airflow Summit 2021">
<meta itemprop="description" content="We are thrilled about Airflow Summit
2021!">
<meta itemprop="datePublished" content="2021-03-21T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="77">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Community,Airflow Summit">
diff --git a/blog/airflow_summit_2022/index.html
b/blog/airflow_summit_2022/index.html
index 76c13855a9..c1084f16d1 100644
--- a/blog/airflow_summit_2022/index.html
+++ b/blog/airflow_summit_2022/index.html
@@ -31,7 +31,7 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2022-05-16T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Community">
<meta property="article:tag" content="Airflow Summit">
<meta property="og:image" content="/images/feature-image.png">
@@ -39,7 +39,7 @@
<meta itemprop="name" content="Airflow Summit 2022">
<meta itemprop="description" content="Airflow Summit 2022 is here">
<meta itemprop="datePublished" content="2022-05-16T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="129">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Community,Airflow Summit">
diff --git a/blog/airflowctl-0.1.0/index.html b/blog/airflowctl-0.1.0/index.html
index e6e89793dc..9ad020cbf0 100644
--- a/blog/airflowctl-0.1.0/index.html
+++ b/blog/airflowctl-0.1.0/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2025-10-15T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Release">
<meta property="og:image"
content="/images/blog/airflowctl-0.1.0/airflowctl-cover.png">
<meta itemprop="name" content="Apache Airflow CTL aka airflowctl 0.1.0">
<meta itemprop="description" content="A new way of using API in Airflow.
Apache Airflow CTL aka airflowctl 0.1.0 is released! Secure way to manage your
Apache Airflow deployments with ease.">
<meta itemprop="datePublished" content="2025-10-15T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="898">
<meta itemprop="image"
content="/images/blog/airflowctl-0.1.0/airflowctl-cover.png">
<meta itemprop="keywords" content="Release">
diff --git a/blog/announcing-new-website/index.html
b/blog/announcing-new-website/index.html
index b8500c8937..070764e97c 100644
--- a/blog/announcing-new-website/index.html
+++ b/blog/announcing-new-website/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2019-12-11T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Community">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="New Airflow website">
<meta itemprop="description" content="We are thrilled about our new
website!">
<meta itemprop="datePublished" content="2019-12-11T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="282">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Community">
diff --git a/blog/apache-airflow-for-newcomers/index.html
b/blog/apache-airflow-for-newcomers/index.html
index c842d737c4..320489764e 100644
--- a/blog/apache-airflow-for-newcomers/index.html
+++ b/blog/apache-airflow-for-newcomers/index.html
@@ -32,7 +32,7 @@ Authoring Workflow in Apache Airflow. Airflow makes it easy
to author workflows
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2020-08-17T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Community">
<meta property="og:image" content="/images/feature-image.png">
@@ -40,7 +40,7 @@ Authoring Workflow in Apache Airflow. Airflow makes it easy
to author workflows
<meta itemprop="description" content="Apache Airflow is a platform to
programmatically author, schedule, and monitor workflows. A workflow is a
sequence of tasks that processes a set of data. You can think of workflow as
the path that describes how tasks go from being undone to done. Scheduling, on
the other hand, is the process of planning, controlling, and optimizing when a
particular task should be done.
Authoring Workflow in Apache Airflow. Airflow makes it easy to author
workflows using python scripts. A Directed Acyclic Graph (DAG) represents a
workflow in Airflow. It is a collection of tasks in a way that shows each
task’s relationships and dependencies. You can have as many DAGs as you want,
and Airflow will execute them according to the task’s relationships and
dependencies. If task B depends on the successful execution of another task A,
it means Airflow will run task A and only r [...]
<meta itemprop="datePublished" content="2020-08-17T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="1070">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Community">
diff --git
a/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/index.html
b/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/index.html
index 9c20223801..d1eccd91a0 100644
---
a/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/index.html
+++
b/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2019-11-22T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Community">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="ApacheCon Europe 2019 — Thoughts and Insights
by Airflow Committers">
<meta itemprop="description" content="Here come some thoughts by Airflow
committers and contributors from the ApacheCon Europe 2019. Get to know the ASF
community!">
<meta itemprop="datePublished" content="2019-11-22T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="138">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Community">
diff --git a/blog/documenting-using-local-development-environments/index.html
b/blog/documenting-using-local-development-environments/index.html
index 10bda6a28b..fee3994af2 100644
--- a/blog/documenting-using-local-development-environments/index.html
+++ b/blog/documenting-using-local-development-environments/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2019-11-22T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Development">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Documenting using local development
environment">
<meta itemprop="description" content="The story behind documenting local
development environment of Apache Airflow">
<meta itemprop="datePublished" content="2019-11-22T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="256">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Development">
diff --git
a/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/index.html
b/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/index.html
index 2222791013..9677c66a75 100644
---
a/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/index.html
+++
b/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/index.html
@@ -32,7 +32,7 @@ About Me I have been writing tech articles on medium as well
as my blog for the
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2019-12-20T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Documentation">
<meta property="og:image" content="/images/feature-image.png">
@@ -40,7 +40,7 @@ About Me I have been writing tech articles on medium as well
as my blog for the
<meta itemprop="description" content="I came across Google Season of Docs
(GSoD) almost by accident, thanks to my extensive HackerNews and Twitter
addiction. I was familiar with the Google Summer of Code but not with this
program. It turns out it was the inaugural phase. I read the details, and the
process felt a lot like GSoC except that this was about documentation.
About Me I have been writing tech articles on medium as well as my blog for
the past 1.5 years. Blogging helps me test my understanding of the concepts as
untangling the toughest of ideas in simple sentences requires a considerable
time investment.">
<meta itemprop="datePublished" content="2019-12-20T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="1521">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Documentation">
diff --git a/blog/experience-with-airflow-as-an-outreachy-intern/index.html
b/blog/experience-with-airflow-as-an-outreachy-intern/index.html
index 942540d7a4..f84b874386 100644
--- a/blog/experience-with-airflow-as-an-outreachy-intern/index.html
+++ b/blog/experience-with-airflow-as-an-outreachy-intern/index.html
@@ -32,7 +32,7 @@ Contribution Period The first thing I had to do was choose a
project under an or
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2020-08-30T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Community">
<meta property="og:image" content="/images/feature-image.png">
@@ -40,7 +40,7 @@ Contribution Period The first thing I had to do was choose a
project under an or
<meta itemprop="description" content="Outreachy is a program which organises
three months paid internships with FOSS projects for people who are typically
underrepresented in those projects.
Contribution Period The first thing I had to do was choose a project under an
organisation. After going through all the projects I chose “Extending the REST
API of Apache Airflow”, because I had a good idea of what REST API(s) are, so I
thought it would be easier to get started with the contributions. The next step
was to set up Airflow’s dev environment which thanks to Breeze, was a breeze.
Since I had never contributed to FOSS before so this part was overwhelming but
there were plenty [...]
<meta itemprop="datePublished" content="2020-08-30T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="528">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Community">
diff --git a/blog/fab-oid-vulnerability/index.html
b/blog/fab-oid-vulnerability/index.html
index 6f12d1265f..d4ac1640f6 100644
--- a/blog/fab-oid-vulnerability/index.html
+++ b/blog/fab-oid-vulnerability/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2024-02-26T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Vulnerabilities">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Vulnerability in long deprecated OpenID
authentication method in Flask AppBuilder">
<meta itemprop="description" content="Advising users who still use a
long-deprecated OpenID authentication method in Flask AppBuilder to upgrade to
Apache Airflow 2.8.2">
<meta itemprop="datePublished" content="2024-02-26T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="638">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Vulnerabilities">
diff --git a/blog/implementing-stable-api-for-apache-airflow/index.html
b/blog/implementing-stable-api-for-apache-airflow/index.html
index 1776ab8016..c94ffde4b5 100644
--- a/blog/implementing-stable-api-for-apache-airflow/index.html
+++ b/blog/implementing-stable-api-for-apache-airflow/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2020-07-19T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="REST API">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Implementing Stable API for Apache Airflow">
<meta itemprop="description" content="An Outreachy intern's progress
report on contributing to Apache Airflow REST API.">
<meta itemprop="datePublished" content="2020-07-19T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="703">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="REST API">
diff --git a/blog/index.html b/blog/index.html
index af56ae2989..8d55293965 100644
--- a/blog/index.html
+++ b/blog/index.html
@@ -34,7 +34,7 @@
<meta itemprop="name" content="Blog">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/introducing_setup_teardown/index.html
b/blog/introducing_setup_teardown/index.html
index 93b6c51bce..5b26aceff8 100644
--- a/blog/introducing_setup_teardown/index.html
+++ b/blog/introducing_setup_teardown/index.html
@@ -31,13 +31,13 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2023-08-18T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Introducing Setup and Teardown tasks">
<meta itemprop="description" content="An introduction to Setup and Teardown
tasks, which are new in Apache Airflow 2.7.0">
<meta itemprop="datePublished" content="2023-08-18T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="678">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/its-a-breeze-to-develop-apache-airflow/index.html
b/blog/its-a-breeze-to-develop-apache-airflow/index.html
index ea6c8c8cfc..5a59c3e00e 100644
--- a/blog/its-a-breeze-to-develop-apache-airflow/index.html
+++ b/blog/its-a-breeze-to-develop-apache-airflow/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2019-11-22T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<meta property="article:tag" content="Development">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="It's a "Breeze" to develop Apache
Airflow">
<meta itemprop="description" content="A Principal Software Engineer's
journey to developer productivity. Learn how Jarek and his team sped up and
simplified Airflow development for the community.">
<meta itemprop="datePublished" content="2019-11-22T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="124">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Development">
diff --git a/blog/tags/airflow-summit/index.html
b/blog/tags/airflow-summit/index.html
index 49645a14e6..6826c02a93 100644
--- a/blog/tags/airflow-summit/index.html
+++ b/blog/tags/airflow-summit/index.html
@@ -35,7 +35,7 @@
<meta itemprop="name" content="Airflow Summit">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
<meta itemprop="datePublished" content="2022-05-16T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/airflow-summit/index.xml
b/blog/tags/airflow-summit/index.xml
index 8038d1c9e8..19edc0742a 100644
--- a/blog/tags/airflow-summit/index.xml
+++ b/blog/tags/airflow-summit/index.xml
@@ -6,7 +6,7 @@
<description>Recent content in Airflow Summit on Apache
Airflow</description>
<generator>Hugo</generator>
<language>en</language>
- <lastBuildDate>Tue, 16 Dec 2025 21:33:13 +0000</lastBuildDate>
+ <lastBuildDate>Tue, 16 Dec 2025 21:51:03 +0000</lastBuildDate>
<atom:link href="/blog/tags/airflow-summit/index.xml" rel="self"
type="application/rss+xml" />
<item>
<title>Airflow Summit 2022</title>
diff --git a/blog/tags/community/index.html b/blog/tags/community/index.html
index beb15a570f..81494e82a6 100644
--- a/blog/tags/community/index.html
+++ b/blog/tags/community/index.html
@@ -35,7 +35,7 @@
<meta itemprop="name" content="Community">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
<meta itemprop="datePublished" content="2025-02-27T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/community/index.xml b/blog/tags/community/index.xml
index 901d312a45..96ce787b6e 100644
--- a/blog/tags/community/index.xml
+++ b/blog/tags/community/index.xml
@@ -6,7 +6,7 @@
<description>Recent content in Community on Apache Airflow</description>
<generator>Hugo</generator>
<language>en</language>
- <lastBuildDate>Tue, 16 Dec 2025 21:33:13 +0000</lastBuildDate>
+ <lastBuildDate>Tue, 16 Dec 2025 21:51:03 +0000</lastBuildDate>
<atom:link href="/blog/tags/community/index.xml" rel="self"
type="application/rss+xml" />
<item>
<title>Airflow Survey 2024</title>
diff --git a/blog/tags/development/index.html b/blog/tags/development/index.html
index 9a1a66659e..b9ff66331b 100644
--- a/blog/tags/development/index.html
+++ b/blog/tags/development/index.html
@@ -35,7 +35,7 @@
<meta itemprop="name" content="Development">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
<meta itemprop="datePublished" content="2019-11-22T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/development/index.xml b/blog/tags/development/index.xml
index c19905bdd0..5c66847e32 100644
--- a/blog/tags/development/index.xml
+++ b/blog/tags/development/index.xml
@@ -6,7 +6,7 @@
<description>Recent content in Development on Apache Airflow</description>
<generator>Hugo</generator>
<language>en</language>
- <lastBuildDate>Tue, 16 Dec 2025 21:33:13 +0000</lastBuildDate>
+ <lastBuildDate>Tue, 16 Dec 2025 21:51:03 +0000</lastBuildDate>
<atom:link href="/blog/tags/development/index.xml" rel="self"
type="application/rss+xml" />
<item>
<title>Documenting using local development environment</title>
diff --git a/blog/tags/documentation/index.html
b/blog/tags/documentation/index.html
index dc99aa7098..e17933aec5 100644
--- a/blog/tags/documentation/index.html
+++ b/blog/tags/documentation/index.html
@@ -35,7 +35,7 @@
<meta itemprop="name" content="Documentation">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
<meta itemprop="datePublished" content="2019-12-20T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/documentation/index.xml
b/blog/tags/documentation/index.xml
index 8e3c924331..3b364aa239 100644
--- a/blog/tags/documentation/index.xml
+++ b/blog/tags/documentation/index.xml
@@ -6,7 +6,7 @@
<description>Recent content in Documentation on Apache
Airflow</description>
<generator>Hugo</generator>
<language>en</language>
- <lastBuildDate>Tue, 16 Dec 2025 21:33:13 +0000</lastBuildDate>
+ <lastBuildDate>Tue, 16 Dec 2025 21:51:03 +0000</lastBuildDate>
<atom:link href="/blog/tags/documentation/index.xml" rel="self"
type="application/rss+xml" />
<item>
<title>Experience in Google Season of Docs 2019 with Apache
Airflow</title>
diff --git a/blog/tags/release/index.html b/blog/tags/release/index.html
index 42fff9e6ee..c2de316255 100644
--- a/blog/tags/release/index.html
+++ b/blog/tags/release/index.html
@@ -35,7 +35,7 @@
<meta itemprop="name" content="Release">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
<meta itemprop="datePublished" content="2025-10-15T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/release/index.xml b/blog/tags/release/index.xml
index 216f1ee89a..f9f569552d 100644
--- a/blog/tags/release/index.xml
+++ b/blog/tags/release/index.xml
@@ -6,7 +6,7 @@
<description>Recent content in Release on Apache Airflow</description>
<generator>Hugo</generator>
<language>en</language>
- <lastBuildDate>Tue, 16 Dec 2025 21:33:13 +0000</lastBuildDate>
+ <lastBuildDate>Tue, 16 Dec 2025 21:51:03 +0000</lastBuildDate>
<atom:link href="/blog/tags/release/index.xml" rel="self"
type="application/rss+xml" />
<item>
<title>Apache Airflow CTL aka airflowctl 0.1.0</title>
diff --git a/blog/tags/rest-api/index.html b/blog/tags/rest-api/index.html
index a8bdbc3b90..194a55d976 100644
--- a/blog/tags/rest-api/index.html
+++ b/blog/tags/rest-api/index.html
@@ -35,7 +35,7 @@
<meta itemprop="name" content="REST API">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
<meta itemprop="datePublished" content="2020-07-19T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/rest-api/index.xml b/blog/tags/rest-api/index.xml
index f5d32be79f..ca01508893 100644
--- a/blog/tags/rest-api/index.xml
+++ b/blog/tags/rest-api/index.xml
@@ -6,7 +6,7 @@
<description>Recent content in REST API on Apache Airflow</description>
<generator>Hugo</generator>
<language>en</language>
- <lastBuildDate>Tue, 16 Dec 2025 21:33:13 +0000</lastBuildDate>
+ <lastBuildDate>Tue, 16 Dec 2025 21:51:03 +0000</lastBuildDate>
<atom:link href="/blog/tags/rest-api/index.xml" rel="self"
type="application/rss+xml" />
<item>
<title>Implementing Stable API for Apache Airflow</title>
diff --git a/blog/tags/survey/index.html b/blog/tags/survey/index.html
index 1b80668c90..1d87049c0e 100644
--- a/blog/tags/survey/index.html
+++ b/blog/tags/survey/index.html
@@ -35,7 +35,7 @@
<meta itemprop="name" content="Survey">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
<meta itemprop="datePublished" content="2025-02-27T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/survey/index.xml b/blog/tags/survey/index.xml
index 3a19a1621f..f8d43f48d7 100644
--- a/blog/tags/survey/index.xml
+++ b/blog/tags/survey/index.xml
@@ -6,7 +6,7 @@
<description>Recent content in Survey on Apache Airflow</description>
<generator>Hugo</generator>
<language>en</language>
- <lastBuildDate>Tue, 16 Dec 2025 21:33:13 +0000</lastBuildDate>
+ <lastBuildDate>Tue, 16 Dec 2025 21:51:03 +0000</lastBuildDate>
<atom:link href="/blog/tags/survey/index.xml" rel="self"
type="application/rss+xml" />
<item>
<title>Airflow Survey 2024</title>
diff --git a/blog/tags/users/index.html b/blog/tags/users/index.html
index 22b9b48c26..a6ee3e7719 100644
--- a/blog/tags/users/index.html
+++ b/blog/tags/users/index.html
@@ -35,7 +35,7 @@
<meta itemprop="name" content="Users">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
<meta itemprop="datePublished" content="2025-02-27T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/users/index.xml b/blog/tags/users/index.xml
index 293eac7d3f..209f67b759 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>Tue, 16 Dec 2025 21:33:13 +0000</lastBuildDate>
+ <lastBuildDate>Tue, 16 Dec 2025 21:51:03 +0000</lastBuildDate>
<atom:link href="/blog/tags/users/index.xml" rel="self"
type="application/rss+xml" />
<item>
<title>Airflow Survey 2024</title>
diff --git a/blog/tags/vulnerabilities/index.html
b/blog/tags/vulnerabilities/index.html
index ed3c12e9d5..58401af025 100644
--- a/blog/tags/vulnerabilities/index.html
+++ b/blog/tags/vulnerabilities/index.html
@@ -35,7 +35,7 @@
<meta itemprop="name" content="Vulnerabilities">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
<meta itemprop="datePublished" content="2024-02-26T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/vulnerabilities/index.xml
b/blog/tags/vulnerabilities/index.xml
index c9222606b3..5d017df6cc 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>Tue, 16 Dec 2025 21:33:13 +0000</lastBuildDate>
+ <lastBuildDate>Tue, 16 Dec 2025 21:51:03 +0000</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 52035aef15..f6f46389f5 100644
--- a/code-of-conduct/index.html
+++ b/code-of-conduct/index.html
@@ -36,7 +36,7 @@ Airflow Slack Guidelines Airflow Slack abides by The Apache
Foundation’s Code
<meta itemprop="name" content="Code of Conduct">
<meta itemprop="description" content="Community Code of Conduct All Airflow
Community groups abide by The Apache Software Foundation’s (ASF) Code of
Conduct . Below, please find a breakdown of how that code applies to Airflow
Slack and in-person Meetups
Airflow Slack Guidelines Airflow Slack abides by The Apache Foundation’s Code
of Conduct . In addition to those primary guidelines, these policies are
specifically for Airflow Slack. The Airflow Slack community contains
40,000+ members and continues to grow. Because this community is run by the
very practitioners who build in Airflow daily, our members feel a sense of
camaraderie, ownership, and comfortability here. ">
- <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="1576">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/community/index.html b/community/index.html
index 03a107c72d..e774b434f6 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="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="560">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/community/resources/index.html b/community/resources/index.html
index 8a6a90b611..e142c376ee 100644
--- a/community/resources/index.html
+++ b/community/resources/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="community">
- <meta property="article:modified_time" content="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<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="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+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 fa8867a52e..1d988f93c9 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="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+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 1f96a1db4e..b534a70e9e 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="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="2045">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/index.html b/index.html
index fdfec74277..6b910c9cd9 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="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/meetups/index.html b/meetups/index.html
index 1a7271fecb..c1b97841f9 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="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/privacy-notice/index.html b/privacy-notice/index.html
index fbe890439f..50ac6a2fd0 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="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+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 414fcd5245..94b8d2d796 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="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+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 e06caf0d34..39e6470c62 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="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+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="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/sitemap.xml b/sitemap.xml
index 9c6c1104d0..b7eb178698 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -3,233 +3,233 @@
xmlns:xhtml="http://www.w3.org/1999/xhtml";>
<url>
<loc>/docs/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/airflowctl-0.1.0/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/tags/release/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/tags/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/airflow-3.1.0/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/airflow-three-point-oh-is-here/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2024/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/tags/community/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/tags/survey/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/tags/users/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.10.0/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.9.0/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/tags/vulnerabilities/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/fab-oid-vulnerability/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.8.0/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2023/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.7.0/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/introducing_setup_teardown/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.6.0/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.5.0/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.4.0/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2022/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/tags/airflow-summit/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/airflow_summit_2022/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.3.0/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.2.0/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/airflow_summit_2021/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2020/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/airflow-two-point-oh-is-here/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/experience-with-airflow-as-an-outreachy-intern/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.12/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/apache-airflow-for-newcomers/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/announcements/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/implementing-stable-api-for-apache-airflow/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/tags/rest-api/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.10/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.8-1.10.9/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/tags/documentation/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/airflow-survey/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/announcing-new-website/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/tags/development/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/documenting-using-local-development-environments/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/its-a-breeze-to-develop-apache-airflow/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/community/resources/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/survey/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/use-cases/adjoe/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/use-cases/adobe/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/use-cases/adyen/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/use-cases/big-fish-games/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blocktype/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blog/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/use-cases/business_operations/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/categories/</loc>
</url><url>
<loc>/code-of-conduct/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/community/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/use-cases/dish/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/ecosystem/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/use-cases/etl_analytics/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/use-cases/experity/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/use-cases/infrastructure-management/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/meetups/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/use-cases/mlops/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/use-cases/onefootball/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/use-cases/plarium-krasnodar/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/privacy-notice/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/use-cases/suse/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/roadmap/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/search/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/use-cases/seniorlink/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/use-cases/sift/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/use-cases/snapp/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blocktype/testimonial/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/use-cases/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url><url>
<loc>/blocktype/use-case/</loc>
- <lastmod>2025-12-16T21:33:13+00:00</lastmod>
+ <lastmod>2025-12-16T21:51:03+00:00</lastmod>
</url>
</urlset>
diff --git a/survey/index.html b/survey/index.html
index 59ab884e8b..cb2405d2b0 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="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="12">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/tags/index.html b/tags/index.html
index 82a9d7862e..512ea4419f 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="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/tags/index.xml b/tags/index.xml
index bc99e1c948..f0720ad853 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>Tue, 16 Dec 2025 21:33:13 +0000</lastBuildDate>
+ <lastBuildDate>Tue, 16 Dec 2025 21:51:03 +0000</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 cd14c24ae2..795b44ec3c 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="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+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="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+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 3647578dd4..cfaa70df0a 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="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+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="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+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 f7c07cfda7..065d44b8af 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="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+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="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+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 dc9c95a90e..9c36645121 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="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+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="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+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 f02dfc5246..18aada0d7b 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="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+00:00">
<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="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<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 8e9244af31..df6ca07ac1 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="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+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="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+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 876171809b..0190126030 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="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+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="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+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 184a01f580..0a1ab13485 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="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+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="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+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 5c92c73720..d684686d4a 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="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+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 1cf5ac5ca2..9c7b3abaa2 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="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+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="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+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 248f937760..1c6fbdf25b 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="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+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="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+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 4095b974d1..f697439af1 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="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+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="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+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 fd4114cd16..2a63e199c2 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="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+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="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+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 88557e0708..1a40ff9e81 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="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+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="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+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 a3b027bf8a..c3792d8d62 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="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+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="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+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 51a332e359..376c6d5182 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="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+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="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+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 8ce342937f..6985bea273 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="2025-12-16T21:33:13+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:51:03+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="2025-12-16T21:33:13+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:51:03+00:00">
<meta itemprop="wordCount" content="361">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Testimonial">
