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 16b8cf54f9 Docs updated via
refs/heads/staging:d073f07adc58e9ff3b2e1b38432461f313fbb0f3
16b8cf54f9 is described below
commit 16b8cf54f97f5aee2fd86fa215e3e226302bc429
Author: GitHub Actions <[email protected]>
AuthorDate: Tue Dec 16 21:36:09 2025 +0000
Docs updated via refs/heads/staging:d073f07adc58e9ff3b2e1b38432461f313fbb0f3
---
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 7803d67476..0760a8f999 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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 743774ec5d..44aa25ce6e 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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blocktype/testimonial/index.html b/blocktype/testimonial/index.html
index 6fdabe2310..20175b6eeb 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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 0474794982..32b07c08d0 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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 230ad2ed2d..0ed1aa8daf 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 040099f3be..c2ea7e3468 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 221de38d16..6e0af6bc83 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 a209cf816f..1c192c7ccc 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 b85314ac2d..d3a65309db 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 06e775dfea..4f944fd8f3 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 a526d743f8..c80be63aa0 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 eea9f54d57..7f1cd26354 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 4680726183..4ef22d2b6c 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 aa36c60009..e02ec3cda3 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 4526449e71..b9078ea45c 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 11911a9d05..c3230f53ce 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 d14c33f57b..97ae9db377 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 41bbf5527b..ea4e1a5166 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 73e64a7d12..738469faf1 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 dc1af1ac53..47af3cbfb3 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 0dd4a2c73c..2ef1afbe3b 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 b3de415cc7..60b7d6837f 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 e8e2080ade..1bdc7c7d69 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 b09f41290c..2e02fab036 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 f824f19723..db7f829ffb 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 80e15ed215..76c13855a9 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 f3dd49f81d..e6e89793dc 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 8869b49693..b8500c8937 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 2ecae575e1..c842d737c4 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 94869f40dc..9c20223801 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 15ea67b55f..10bda6a28b 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 397fcf5ceb..2222791013 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 22e80009fe..942540d7a4 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 80a25581b3..6f12d1265f 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 5cba052081..1776ab8016 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 9184bc4f30..af56ae2989 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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 9596566e6b..93b6c51bce 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 631ff45e5d..ea6c8c8cfc 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 6ae293f787..49645a14e6 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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 645540a353..8038d1c9e8 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 21:24:00 +0000</lastBuildDate>
+ <lastBuildDate>Tue, 16 Dec 2025 21:33:13 +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 51cc1e20ad..beb15a570f 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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 56b4bd8180..901d312a45 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 21:24:00 +0000</lastBuildDate>
+ <lastBuildDate>Tue, 16 Dec 2025 21:33:13 +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 596c2ccdfe..9a1a66659e 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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 05868b4bfa..c19905bdd0 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 21:24:00 +0000</lastBuildDate>
+ <lastBuildDate>Tue, 16 Dec 2025 21:33:13 +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 a0b3502d50..dc99aa7098 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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 54a2e6c1c2..8e3c924331 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 21:24:00 +0000</lastBuildDate>
+ <lastBuildDate>Tue, 16 Dec 2025 21:33:13 +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 258d3ced5b..42fff9e6ee 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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 79a9686b04..216f1ee89a 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 21:24:00 +0000</lastBuildDate>
+ <lastBuildDate>Tue, 16 Dec 2025 21:33:13 +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 1ed57c344a..a8bdbc3b90 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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 bfac3cd3eb..f5d32be79f 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 21:24:00 +0000</lastBuildDate>
+ <lastBuildDate>Tue, 16 Dec 2025 21:33:13 +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 dcdce5d8f7..1b80668c90 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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 218cb922cd..3a19a1621f 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 21:24:00 +0000</lastBuildDate>
+ <lastBuildDate>Tue, 16 Dec 2025 21:33:13 +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 e510894573..22b9b48c26 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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 93b4ef4484..293eac7d3f 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 21:24:00 +0000</lastBuildDate>
+ <lastBuildDate>Tue, 16 Dec 2025 21:33:13 +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 2f24364c30..ed3c12e9d5 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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 c0cffcb385..c9222606b3 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 21:24:00 +0000</lastBuildDate>
+ <lastBuildDate>Tue, 16 Dec 2025 21:33:13 +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 38cad8011b..52035aef15 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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 a0692a17b6..03a107c72d 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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 9ac189999d..8a6a90b611 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 379d3e5674..fa8867a52e 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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 bd99da5014..1f96a1db4e 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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
<meta itemprop="wordCount" content="2045">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/index.html b/index.html
index 3b569ec6fe..fdfec74277 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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/meetups/index.html b/meetups/index.html
index aacc17334b..1a7271fecb 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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/privacy-notice/index.html b/privacy-notice/index.html
index 9510b52bee..fbe890439f 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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 4a4e3a76ca..414fcd5245 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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 97215ba6d2..e06caf0d34 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/sitemap.xml b/sitemap.xml
index dd68e063b8..9c6c1104d0 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -3,233 +3,233 @@
xmlns:xhtml="http://www.w3.org/1999/xhtml";>
<url>
<loc>/docs/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/airflowctl-0.1.0/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/tags/release/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/tags/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/airflow-3.1.0/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/airflow-three-point-oh-is-here/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2024/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/tags/community/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/tags/survey/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/tags/users/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.10.0/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.9.0/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/tags/vulnerabilities/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/fab-oid-vulnerability/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.8.0/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2023/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.7.0/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/introducing_setup_teardown/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.6.0/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.5.0/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.4.0/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2022/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/tags/airflow-summit/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/airflow_summit_2022/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.3.0/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.2.0/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/airflow_summit_2021/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2020/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/airflow-two-point-oh-is-here/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/experience-with-airflow-as-an-outreachy-intern/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.12/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/apache-airflow-for-newcomers/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/announcements/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/implementing-stable-api-for-apache-airflow/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/tags/rest-api/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.10/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.8-1.10.9/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/tags/documentation/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/airflow-survey/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/announcing-new-website/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/tags/development/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/documenting-using-local-development-environments/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/its-a-breeze-to-develop-apache-airflow/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/community/resources/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/survey/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/use-cases/adjoe/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/use-cases/adobe/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/use-cases/adyen/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/use-cases/big-fish-games/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blocktype/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blog/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/use-cases/business_operations/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/categories/</loc>
</url><url>
<loc>/code-of-conduct/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/community/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/use-cases/dish/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/ecosystem/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/use-cases/etl_analytics/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/use-cases/experity/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/use-cases/infrastructure-management/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/meetups/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/use-cases/mlops/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/use-cases/onefootball/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/use-cases/plarium-krasnodar/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/privacy-notice/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/use-cases/suse/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/roadmap/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/search/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/use-cases/seniorlink/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/use-cases/sift/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/use-cases/snapp/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blocktype/testimonial/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/use-cases/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url><url>
<loc>/blocktype/use-case/</loc>
- <lastmod>2025-12-16T21:24:00+00:00</lastmod>
+ <lastmod>2025-12-16T21:33:13+00:00</lastmod>
</url>
</urlset>
diff --git a/survey/index.html b/survey/index.html
index fbbcd99258..59ab884e8b 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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 49646ac768..82a9d7862e 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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/tags/index.xml b/tags/index.xml
index 5c92ed52b0..bc99e1c948 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 21:24:00 +0000</lastBuildDate>
+ <lastBuildDate>Tue, 16 Dec 2025 21:33:13 +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 6b085331dc..cd14c24ae2 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 7aae3bca2a..3647578dd4 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 f66e5f2e8d..f7c07cfda7 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 6f7c40f757..dc9c95a90e 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 dc338b1399..f02dfc5246 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 6ebc1b10a6..8e9244af31 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 cfd4698e61..876171809b 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 aa085a5915..184a01f580 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 ee65ea931b..5c92c73720 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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 bea17cb17e..1cf5ac5ca2 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 93e6a7e75f..248f937760 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 8a1b2f0227..4095b974d1 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 0d910b82b0..fd4114cd16 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 ed5c4d433b..88557e0708 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 e9d1c6f6b1..a3b027bf8a 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 f860e52e42..51a332e359 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+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 f08659a56b..8ce342937f 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="2025-12-16T21:24:00+00:00">
+ <meta property="article:modified_time" content="2025-12-16T21:33:13+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="2025-12-16T21:24:00+00:00">
+ <meta itemprop="dateModified" content="2025-12-16T21:33:13+00:00">
<meta itemprop="wordCount" content="361">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Testimonial">
