This is an automated email from the ASF dual-hosted git repository.
github-bot pushed a commit to branch publish
in repository https://gitbox.apache.org/repos/asf/airflow-site.git
The following commit(s) were added to refs/heads/publish by this push:
new 00ec9564d2 Docs updated via
refs/heads/main:d7b8659e073438de68da0594551a041acd965f6c
00ec9564d2 is described below
commit 00ec9564d2dd431446cd83b974f77051fc70a001
Author: GitHub Actions <[email protected]>
AuthorDate: Tue Apr 14 15:54:05 2026 +0000
Docs updated via refs/heads/main:d7b8659e073438de68da0594551a041acd965f6c
---
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-3.2.0/index.html | 4 +-
blog/airflow-registry/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-2025/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 +-
blog/common-ai-provider/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/index.xml | 76 +++++-----
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 +-
chunk-124.8838b.js | 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 | 160 ++++++++++-----------
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 +-
93 files changed, 264 insertions(+), 264 deletions(-)
diff --git a/announcements/index.html b/announcements/index.html
index fa78f685b2..83b01e67ff 100644
--- a/announcements/index.html
+++ b/announcements/index.html
@@ -47,7 +47,7 @@ March 14, 2026 We’ve just released Apache Airflow 2.11.2 🎉
📦 PyPI: https://pypi.org/project/apache-airflow/2.11.2/ 📚 Docs:
https://airflow.apache.org/docs/apache-airflow/2.11.2/ 🛠 Release Notes:
https://airflow.apache.org/docs/apache-airflow/2.11.2/release_notes.html 🐳
Docker Image: “docker pull apache/airflow:2.11.2” 🚏 Constraints:
https://github.com/apache/airflow/tree/constraints-2.11.2
March 11, 2026 We’ve just released Apache Airflow 3.1.8 🎉">
<meta itemprop="datePublished" content="2020-08-08T05:30:20+05:30">
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="wordCount" content="6001">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blocktype/index.html b/blocktype/index.html
index 6129de8f41..dc229a7f68 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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blocktype/testimonial/index.html b/blocktype/testimonial/index.html
index dddfff0521..3a7439dce4 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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blocktype/use-case/index.html b/blocktype/use-case/index.html
index df3af43bbf..0525bbbea5 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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 bcd7b13035..a420ce3f0b 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 1b714cf7a0..d95bdc82ce 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 3b1c2e01cb..7573b28868 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 165f10a087..71eab657bb 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 a586079ff6..08dcca29e7 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 8951883a29..bed71e1f0f 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 0c071fb7c9..9c9858251a 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 3743fef94f..3bdf9c9978 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 40bf78dc35..7961fa3865 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 05bd3c3894..bf19b97a63 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 e53e146035..1a9554f12b 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 3d12ca7946..a96520d446 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 2dcc6bbef2..6b00834537 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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-3.2.0/index.html b/blog/airflow-3.2.0/index.html
index 211f787118..280a44f887 100644
--- a/blog/airflow-3.2.0/index.html
+++ b/blog/airflow-3.2.0/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2026-04-07T00:00:00+00:00">
- <meta property="article:modified_time" content="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<meta property="article:tag" content="Release">
<meta property="og:image" content="/blog/airflow-3.2.0/images/3.2.0.jpg">
<meta itemprop="name" content="Apache Airflow 3.2.0: Data-Aware Workflows at
Scale">
<meta itemprop="description" content="Apache Airflow 3.2.0 introduces Asset
partitioning for granular pipeline orchestration, multi-team deployments for
enterprise scale, synchronous deadline alert callbacks, and continued progress
toward full Task SDK separation.">
<meta itemprop="datePublished" content="2026-04-07T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="wordCount" content="1619">
<meta itemprop="image" content="/blog/airflow-3.2.0/images/3.2.0.jpg">
<meta itemprop="keywords" content="Release">
diff --git a/blog/airflow-registry/index.html b/blog/airflow-registry/index.html
index 4f0784d331..9629be642b 100644
--- a/blog/airflow-registry/index.html
+++ b/blog/airflow-registry/index.html
@@ -31,14 +31,14 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2026-03-19T00:00:00+00:00">
- <meta property="article:modified_time" content="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<meta property="article:tag" content="Community">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Introducing the Apache Airflow Registry">
<meta itemprop="description" content="The Apache Airflow Registry is a
searchable catalog of 98 providers and 1,600+ modules — operators, hooks,
sensors, triggers, and more — now live on airflow.apache.org.">
<meta itemprop="datePublished" content="2026-03-19T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="wordCount" content="520">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Community">
diff --git a/blog/airflow-survey-2020/index.html
b/blog/airflow-survey-2020/index.html
index 97cf300950..8f4116fa31 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 3d537af5a5..338d9fd5de 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 b8d620dda3..1740713937 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 40292d1593..a3950183e8 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="wordCount" content="45">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Community,Survey,Users">
diff --git a/blog/airflow-survey-2025/index.html
b/blog/airflow-survey-2025/index.html
index 652648d17a..0935fe9cb8 100644
--- a/blog/airflow-survey-2025/index.html
+++ b/blog/airflow-survey-2025/index.html
@@ -31,7 +31,7 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2026-01-22T00:00:00+00:00">
- <meta property="article:modified_time" content="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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 2025">
<meta itemprop="description" content="With more than 5,818 responses from
122 countries, this is the largest data engineering survey to date. Conducted
annually, the Apache Airflow Survey offers valuable insights into Airflow usage
and helps guide our future efforts.">
<meta itemprop="datePublished" content="2026-01-22T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="wordCount" content="45">
<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 82766acfa6..eb989d4987 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 e0cc2c16de..4380cda6d8 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="wordCount" content="2194">
<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 33b8ed7270..7777a7037f 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 84e0c62e32..1a4004c8cf 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 752ad40072..863d0b29e4 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 885af23d8e..2c676923df 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 166cdbcbe5..5ed7d3a2af 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 8684c138d9..a212d1a080 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 43a7a43a1f..93de19c387 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="wordCount" content="138">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Community">
diff --git a/blog/common-ai-provider/index.html
b/blog/common-ai-provider/index.html
index 8dc3363a43..0fc57a2fee 100644
--- a/blog/common-ai-provider/index.html
+++ b/blog/common-ai-provider/index.html
@@ -31,7 +31,7 @@
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2026-04-14T00:00:00+00:00">
- <meta property="article:modified_time" content="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<meta property="article:tag" content="Community">
<meta property="article:tag" content="Release">
<meta property="og:image"
content="/blog/common-ai-provider/images/common-ai-provider.png">
@@ -39,7 +39,7 @@
<meta itemprop="name" content="Introducing the Common AI Provider: LLM and
AI Agent Support for Apache Airflow">
<meta itemprop="description" content="The Common AI Provider adds LLM and AI
agent operators to Apache Airflow with 6 operators, 5 toolsets, and 20+
model providers in one package.">
<meta itemprop="datePublished" content="2026-04-14T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="wordCount" content="1477">
<meta itemprop="image"
content="/blog/common-ai-provider/images/common-ai-provider.png">
<meta itemprop="keywords" content="Community,Release">
diff --git a/blog/documenting-using-local-development-environments/index.html
b/blog/documenting-using-local-development-environments/index.html
index e88a9734a7..16b271f254 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 1332e02206..94e62909b5 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 c7ba35fcda..063b0b5ba6 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 898d5b5d61..74f313f842 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 4de8ea8652..2b2a0f1770 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 e22e6a9936..0151aeb89b 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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/index.xml b/blog/index.xml
index 2686437ece..8ea71a1230 100644
--- a/blog/index.xml
+++ b/blog/index.xml
@@ -8,7 +8,7 @@
<id>/blog/</id>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<entry>
@@ -16,7 +16,7 @@
<link href="/blog/common-ai-provider/" rel="alternate"/>
<id>/blog/common-ai-provider/</id>
<published>2026-04-14T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -326,7 +326,7 @@
<link href="/blog/airflow-3.2.0/" rel="alternate"/>
<id>/blog/airflow-3.2.0/</id>
<published>2026-04-07T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -540,7 +540,7 @@ export AIRFLOW__CORE__MULTI_TEAM=True
<link href="/blog/airflow-registry/" rel="alternate"/>
<id>/blog/airflow-registry/</id>
<published>2026-03-19T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -622,7 +622,7 @@ export AIRFLOW__CORE__MULTI_TEAM=True
<link href="/blog/airflow-survey-2025/" rel="alternate"/>
<id>/blog/airflow-survey-2025/</id>
<published>2026-01-22T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -644,7 +644,7 @@ export AIRFLOW__CORE__MULTI_TEAM=True
<link href="/blog/airflowctl-0.1.0/" rel="alternate"/>
<id>/blog/airflowctl-0.1.0/</id>
<published>2025-10-15T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -806,7 +806,7 @@ The secure CLI foundation lays the groundwork for Airflow’s
next generation. A
<link href="/blog/airflow-3.1.0/" rel="alternate"/>
<id>/blog/airflow-3.1.0/</id>
<published>2025-09-25T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -991,7 +991,7 @@ human-centered. We can’t wait to see what you build
with it!</p>
<link href="/blog/airflow-three-point-oh-is-here/" rel="alternate"/>
<id>/blog/airflow-three-point-oh-is-here/</id>
<published>2025-04-22T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1397,7 +1397,7 @@ Let’s build the future of data orchestration—together.</p>
<link href="/blog/airflow-survey-2024/" rel="alternate"/>
<id>/blog/airflow-survey-2024/</id>
<published>2025-02-27T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1419,7 +1419,7 @@ Let’s build the future of data orchestration—together.</p>
<link href="/blog/airflow-2.10.0/" rel="alternate"/>
<id>/blog/airflow-2.10.0/</id>
<published>2024-08-08T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1543,7 +1543,7 @@ executor =
'LocalExecutor,KubernetesExecutor,my.custom.module.ExecutorClass:
<link href="/blog/airflow-2.9.0/" rel="alternate"/>
<id>/blog/airflow-2.9.0/</id>
<published>2024-04-08T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1665,7 +1665,7 @@ xcom_objectstorage_compression = gzip
<link href="/blog/fab-oid-vulnerability/" rel="alternate"/>
<id>/blog/fab-oid-vulnerability/</id>
<published>2024-02-26T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1752,7 +1752,7 @@ where Flask AppBuilder is also used.</p>
<link href="/blog/airflow-2.8.0/" rel="alternate"/>
<id>/blog/airflow-2.8.0/</id>
<published>2023-12-15T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1833,7 +1833,7 @@ We care for your security, and “secure by
default” is one of the thi
<link href="/blog/airflow-survey-2023/" rel="alternate"/>
<id>/blog/airflow-survey-2023/</id>
<published>2023-09-21T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1852,7 +1852,7 @@ We care for your security, and “secure by
default” is one of the thi
<link href="/blog/airflow-2.7.0/" rel="alternate"/>
<id>/blog/airflow-2.7.0/</id>
<published>2023-08-18T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1915,7 +1915,7 @@ The following providers have been moved and require
certain minimum providers ve
<link href="/blog/introducing_setup_teardown/" rel="alternate"/>
<id>/blog/introducing_setup_teardown/</id>
<published>2023-08-18T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -1964,7 +1964,7 @@ The following providers have been moved and require
certain minimum providers ve
<link href="/blog/airflow-2.6.0/" rel="alternate"/>
<id>/blog/airflow-2.6.0/</id>
<published>2023-04-30T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -2024,7 +2024,7 @@ The following providers have been moved and require
certain minimum providers ve
<link href="/blog/airflow-2.5.0/" rel="alternate"/>
<id>/blog/airflow-2.5.0/</id>
<published>2022-12-02T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -2060,7 +2060,7 @@ c. Everything runs in one process, so you can put a
breakpoint in your IDE, and
<link href="/blog/airflow-2.4.0/" rel="alternate"/>
<id>/blog/airflow-2.4.0/</id>
<published>2022-09-19T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -2165,7 +2165,7 @@ c. Everything runs in one process, so you can put a
breakpoint in your IDE, and
<link href="/blog/airflow-survey-2022/" rel="alternate"/>
<id>/blog/airflow-survey-2022/</id>
<published>2022-06-17T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -3856,7 +3856,7 @@ c. Everything runs in one process, so you can put a
breakpoint in your IDE, and
<link href="/blog/airflow_summit_2022/" rel="alternate"/>
<id>/blog/airflow_summit_2022/</id>
<published>2022-05-16T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -3881,7 +3881,7 @@ communities to watch the event and network.</p>
<link href="/blog/airflow-2.3.0/" rel="alternate"/>
<id>/blog/airflow-2.3.0/</id>
<published>2022-04-30T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -3983,7 +3983,7 @@ Sade’s “Smooth Operator”. Enjoy!</li>
<link href="/blog/airflow-2.2.0/" rel="alternate"/>
<id>/blog/airflow-2.2.0/</id>
<published>2021-10-11T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -4039,7 +4039,7 @@ Sade’s “Smooth Operator”. Enjoy!</li>
<link href="/blog/airflow_summit_2021/" rel="alternate"/>
<id>/blog/airflow_summit_2021/</id>
<published>2021-03-21T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -4061,7 +4061,7 @@ participate in its development.</p>
<link href="/blog/airflow-survey-2020/" rel="alternate"/>
<id>/blog/airflow-survey-2020/</id>
<published>2021-03-09T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -5386,7 +5386,7 @@ to share their experience and tools.</p>
<link href="/blog/airflow-two-point-oh-is-here/" rel="alternate"/>
<id>/blog/airflow-two-point-oh-is-here/</id>
<published>2020-12-17T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -5480,7 +5480,7 @@ Docs on <a
href="http://airflow.apache.org/docs/apache-airflow-providers/package
<link href="/blog/experience-with-airflow-as-an-outreachy-intern/"
rel="alternate"/>
<id>/blog/experience-with-airflow-as-an-outreachy-intern/</id>
<published>2020-08-30T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -5541,7 +5541,7 @@ community that has been made my summer, one to
remember.</p>
<link href="/blog/airflow-1.10.12/" rel="alternate"/>
<id>/blog/airflow-1.10.12/</id>
<published>2020-08-25T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -5662,7 +5662,7 @@ William Tran, Xiaodong Deng, YI FU, Zikun Zhu,
dewaldabrie, pulsar314, retornam,
<link href="/blog/apache-airflow-for-newcomers/" rel="alternate"/>
<id>/blog/apache-airflow-for-newcomers/</id>
<published>2020-08-17T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -5775,7 +5775,7 @@ and <a href="https://github.com/turbaszek";>Tomek</a> for
all their support. I&rs
<link href="/blog/implementing-stable-api-for-apache-airflow/"
rel="alternate"/>
<id>/blog/implementing-stable-api-for-apache-airflow/</id>
<published>2020-07-19T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -5861,7 +5861,7 @@ wonderful reviews. I’m grateful.</p>
<link href="/blog/airflow-1.10.10/" rel="alternate"/>
<id>/blog/airflow-1.10.10/</id>
<published>2020-04-09T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -6004,7 +6004,7 @@ objc[1873]: +[__NSPlaceholderDate initialize] may have
been in progress in anoth
<link href="/blog/airflow-1.10.8-1.10.9/" rel="alternate"/>
<id>/blog/airflow-1.10.8-1.10.9/</id>
<published>2020-02-23T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -6059,7 +6059,7 @@ for 1.10.* series but would no longer be available from
Airflow 2.0</p>
<link
href="/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/"
rel="alternate"/>
<id>/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/</id>
<published>2019-12-20T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -6157,7 +6157,7 @@ After a lot of trial and error, we arrived at a version
with which both of us co
<link href="/blog/airflow-survey/" rel="alternate"/>
<id>/blog/airflow-survey/</id>
<published>2019-12-11T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -6960,7 +6960,7 @@ declare DAGs.</p>
<link href="/blog/announcing-new-website/" rel="alternate"/>
<id>/blog/announcing-new-website/</id>
<published>2019-12-11T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -6992,7 +6992,7 @@ and that its improved accessibility increases adoption
and use of Apache Airflow
<link
href="/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/"
rel="alternate"/>
<id>/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/</id>
<published>2019-11-22T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -7007,7 +7007,7 @@ and that its improved accessibility increases adoption
and use of Apache Airflow
<link href="/blog/documenting-using-local-development-environments/"
rel="alternate"/>
<id>/blog/documenting-using-local-development-environments/</id>
<published>2019-11-22T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
@@ -7046,7 +7046,7 @@ a team for 3 months.</p>
<link href="/blog/its-a-breeze-to-develop-apache-airflow/"
rel="alternate"/>
<id>/blog/its-a-breeze-to-develop-apache-airflow/</id>
<published>2019-11-22T00:00:00Z</published>
- <updated>2026-04-14T17:44:58Z</updated>
+ <updated>2026-04-14T17:51:00Z</updated>
<author>
<name>Apache Airflow</name>
</author>
diff --git a/blog/introducing_setup_teardown/index.html
b/blog/introducing_setup_teardown/index.html
index 438ee118a6..363665d06a 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 bf73602b3d..3c87071fe9 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 faf8d12955..2d986f29b8 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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 7e39d67b72..6b85ec9f5f 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, 14 Apr 2026 17:44:58 +0200</lastBuildDate>
+ <lastBuildDate>Tue, 14 Apr 2026 17:51:00 +0200</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 d59c29829f..a36b6545ac 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="2026-04-14T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/community/index.xml b/blog/tags/community/index.xml
index 32c7af88fd..fbc13e6211 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, 14 Apr 2026 17:44:58 +0200</lastBuildDate>
+ <lastBuildDate>Tue, 14 Apr 2026 17:51:00 +0200</lastBuildDate>
<atom:link href="/blog/tags/community/index.xml" rel="self"
type="application/rss+xml" />
<item>
<title>Introducing the Common AI Provider: LLM and AI Agent Support for
Apache Airflow</title>
diff --git a/blog/tags/development/index.html b/blog/tags/development/index.html
index f0e574e475..f7474c46bd 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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/development/index.xml b/blog/tags/development/index.xml
index b204a00e61..1263d76529 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, 14 Apr 2026 17:44:58 +0200</lastBuildDate>
+ <lastBuildDate>Tue, 14 Apr 2026 17:51:00 +0200</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 46bf173d36..0dbd7b03a2 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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/documentation/index.xml
b/blog/tags/documentation/index.xml
index 588d795af9..3debeacca7 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, 14 Apr 2026 17:44:58 +0200</lastBuildDate>
+ <lastBuildDate>Tue, 14 Apr 2026 17:51:00 +0200</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 d75665c516..3400ebc745 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="2026-04-14T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/release/index.xml b/blog/tags/release/index.xml
index 3ef5245ef9..881ea052a9 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, 14 Apr 2026 17:44:58 +0200</lastBuildDate>
+ <lastBuildDate>Tue, 14 Apr 2026 17:51:00 +0200</lastBuildDate>
<atom:link href="/blog/tags/release/index.xml" rel="self"
type="application/rss+xml" />
<item>
<title>Introducing the Common AI Provider: LLM and AI Agent Support for
Apache Airflow</title>
diff --git a/blog/tags/rest-api/index.html b/blog/tags/rest-api/index.html
index 71e18ebe26..b7b76aff53 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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 8408714f94..3fac9a50dc 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, 14 Apr 2026 17:44:58 +0200</lastBuildDate>
+ <lastBuildDate>Tue, 14 Apr 2026 17:51:00 +0200</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 d9830aeda9..e297cbc453 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="2026-01-22T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/survey/index.xml b/blog/tags/survey/index.xml
index e7cbe1f8e6..ea251eee6e 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, 14 Apr 2026 17:44:58 +0200</lastBuildDate>
+ <lastBuildDate>Tue, 14 Apr 2026 17:51:00 +0200</lastBuildDate>
<atom:link href="/blog/tags/survey/index.xml" rel="self"
type="application/rss+xml" />
<item>
<title>Airflow Survey 2025</title>
diff --git a/blog/tags/users/index.html b/blog/tags/users/index.html
index 41d1e4eb77..e768a57e7d 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="2026-01-22T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/users/index.xml b/blog/tags/users/index.xml
index 2a297c6170..12291659be 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, 14 Apr 2026 17:44:58 +0200</lastBuildDate>
+ <lastBuildDate>Tue, 14 Apr 2026 17:51:00 +0200</lastBuildDate>
<atom:link href="/blog/tags/users/index.xml" rel="self"
type="application/rss+xml" />
<item>
<title>Airflow Survey 2025</title>
diff --git a/blog/tags/vulnerabilities/index.html
b/blog/tags/vulnerabilities/index.html
index c33caf5492..fb740ba717 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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/blog/tags/vulnerabilities/index.xml
b/blog/tags/vulnerabilities/index.xml
index 21e7e592b5..5eb96bff97 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, 14 Apr 2026 17:44:58 +0200</lastBuildDate>
+ <lastBuildDate>Tue, 14 Apr 2026 17:51:00 +0200</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/chunk-124.8838b.js b/chunk-124.8838b.js
index a1153a0f21..f452f6afcd 100644
--- a/chunk-124.8838b.js
+++ b/chunk-124.8838b.js
@@ -1 +1 @@
-(self.webpackChunkapache_airflow_site=self.webpackChunkapache_airflow_site||[]).push([[124],{4341(e,t){"use
strict";var r=function(){function e(){}return e.parse=function(t){for(var
r=new Set,n=0,i=t;n<i.length;n++){var s=i[n];if(!e.REGEXP.test(s))throw new
TypeError('"'+s+'" is invalid unicode-range.');var
o=s.match(e.REGEXP),a=o[1],u=o[2],l=o[3];if(a){if(/\?[^?]+$/.test(a))throw new
TypeError('"'+s+'" is invalid unicode-range.');if(a.includes("?"))for(var
h=a.replace(/\?/g,"0"),c=a.rep [...]
\ No newline at end of file
+(self.webpackChunkapache_airflow_site=self.webpackChunkapache_airflow_site||[]).push([[124],{4341(e,t){"use
strict";var r=function(){function e(){}return e.parse=function(t){for(var
r=new Set,i=0,n=t;i<n.length;i++){var s=n[i];if(!e.REGEXP.test(s))throw new
TypeError('"'+s+'" is invalid unicode-range.');var
a=s.match(e.REGEXP),o=a[1],u=a[2],l=a[3];if(o){if(/\?[^?]+$/.test(o))throw new
TypeError('"'+s+'" is invalid unicode-range.');if(o.includes("?"))for(var
c=o.replace(/\?/g,"0"),h=o.rep [...]
\ No newline at end of file
diff --git a/code-of-conduct/index.html b/code-of-conduct/index.html
index 69bc88fa25..648b822716 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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="wordCount" content="1576">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/community/index.html b/community/index.html
index c0f2a8119b..73c37c7937 100644
--- a/community/index.html
+++ b/community/index.html
@@ -34,7 +34,7 @@
<meta itemprop="name" content="Community">
<meta itemprop="description" content="Want to contribute? Join the Dev list
The Dev list is the preferred channel for announcements, proposals and votes.
Manage your subscription:">
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 ea7029f396..5c74f5442d 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="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<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 Logo SVGs (light): Horizontal,
Small, Icon Logo SVGs (dark): Horizontal, Small, Icon Brandbook Drawio Diagrams
Lucidchart Diagrams Promo stuff Proposed Logo Redesign">
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="wordCount" content="43">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/docs/index.html b/docs/index.html
index c28a64c96e..2e56b1962a 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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="wordCount" content="589">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/ecosystem/index.html b/ecosystem/index.html
index 401e1063a0..9bb1eae0ae 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="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="wordCount" content="2258">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/index.html b/index.html
index 5308daff9f..33e3a838a0 100644
--- a/index.html
+++ b/index.html
@@ -34,7 +34,7 @@
<meta itemprop="name" content="Home">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/meetups/index.html b/meetups/index.html
index 8eec964aea..30a07ec2ab 100644
--- a/meetups/index.html
+++ b/meetups/index.html
@@ -34,7 +34,7 @@
<meta itemprop="name" content="Meetups">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/privacy-notice/index.html b/privacy-notice/index.html
index 43a2a795d7..d16dd0e52b 100644
--- a/privacy-notice/index.html
+++ b/privacy-notice/index.html
@@ -34,7 +34,7 @@
<meta itemprop="name" content="Privacy notice">
<meta itemprop="description" content="Privacy Notice The website follows the
Privacy Policy of the Apache Software Foundation.">
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="wordCount" content="13">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/roadmap/index.html b/roadmap/index.html
index 39033bc1f7..9ac20fb1ba 100644
--- a/roadmap/index.html
+++ b/roadmap/index.html
@@ -36,7 +36,7 @@
<meta itemprop="name" content="Roadmap">
<meta itemprop="description" content="TODO: Roadmap page is temporarily
hidden. When the content is ready, re-add the page by putting the following
code in the frontmatter:
--- title: "Roadmap" linkTitle: "Roadmap" showSideNav: false
menu: main: weight: 15 --- Primary Heading A One thing to wrap your head around
(it may not be very intuitive for everyone at first) is that this Airflow
Python script is really just a configuration file specifying the DAG’s
structure as code. The actual tasks defined here will run in a different
context from the context of this script. Different tasks run on different
workers at different points in time, which [...]
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="wordCount" content="734">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/search/index.html b/search/index.html
index 405c7e9d1a..dee89ea230 100644
--- a/search/index.html
+++ b/search/index.html
@@ -29,12 +29,12 @@
<meta property="og:description" content="Platform created by the community
to programmatically author, schedule and monitor workflows.">
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
- <meta property="article:modified_time" content="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Search Results">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/sitemap.xml b/sitemap.xml
index 5cf40271f5..e76a01847a 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -3,245 +3,245 @@
xmlns:xhtml="http://www.w3.org/1999/xhtml";>
<url>
<loc>/docs/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/tags/community/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/common-ai-provider/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/tags/release/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/tags/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/airflow-3.2.0/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/airflow-registry/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2025/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/tags/survey/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/tags/users/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/airflowctl-0.1.0/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/airflow-3.1.0/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/airflow-three-point-oh-is-here/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2024/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/airflow-2.10.0/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/airflow-2.9.0/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/tags/vulnerabilities/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/fab-oid-vulnerability/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/airflow-2.8.0/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2023/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/airflow-2.7.0/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/introducing_setup_teardown/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/airflow-2.6.0/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/airflow-2.5.0/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/airflow-2.4.0/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2022/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/tags/airflow-summit/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/airflow_summit_2022/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/airflow-2.3.0/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/airflow-2.2.0/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/airflow_summit_2021/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2020/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/airflow-two-point-oh-is-here/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/experience-with-airflow-as-an-outreachy-intern/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.12/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/apache-airflow-for-newcomers/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/announcements/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/implementing-stable-api-for-apache-airflow/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/tags/rest-api/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.10/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.8-1.10.9/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/tags/documentation/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/airflow-survey/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/announcing-new-website/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/tags/development/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/documenting-using-local-development-environments/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/its-a-breeze-to-develop-apache-airflow/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/community/resources/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/survey/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/use-cases/adjoe/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/use-cases/adobe/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/use-cases/adyen/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/use-cases/big-fish-games/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blocktype/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blog/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/use-cases/business_operations/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/categories/</loc>
</url><url>
<loc>/code-of-conduct/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/community/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/use-cases/dish/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/ecosystem/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/use-cases/etl_analytics/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/use-cases/experity/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/use-cases/infrastructure-management/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/meetups/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/use-cases/mlops/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/use-cases/onefootball/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/use-cases/plarium-krasnodar/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/privacy-notice/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/use-cases/suse/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/roadmap/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/search/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/use-cases/seniorlink/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/use-cases/sift/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/use-cases/snapp/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blocktype/testimonial/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/use-cases/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url><url>
<loc>/blocktype/use-case/</loc>
- <lastmod>2026-04-14T17:44:58+02:00</lastmod>
+ <lastmod>2026-04-14T17:51:00+02:00</lastmod>
</url>
</urlset>
diff --git a/survey/index.html b/survey/index.html
index 1452c369b6..1f7cb72e01 100644
--- a/survey/index.html
+++ b/survey/index.html
@@ -34,7 +34,7 @@
<meta itemprop="name" content="Apache Airflow">
<meta itemprop="description" content="<!DOCTYPE html> Redirecting...
If you are not redirected automatically, please click here.">
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="wordCount" content="12">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/tags/index.html b/tags/index.html
index 367b553769..deec1588c7 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="2026-04-14T00:00:00+00:00">
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/tags/index.xml b/tags/index.xml
index 1b87977f3c..3cfc7813a9 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, 14 Apr 2026 17:44:58 +0200</lastBuildDate>
+ <lastBuildDate>Tue, 14 Apr 2026 17:51:00 +0200</lastBuildDate>
<atom:link href="/tags/index.xml" rel="self" type="application/rss+xml" />
<item>
<title>Community</title>
diff --git a/use-cases/adjoe/index.html b/use-cases/adjoe/index.html
index a5debd51fa..913643d5ae 100644
--- a/use-cases/adjoe/index.html
+++ b/use-cases/adjoe/index.html
@@ -31,13 +31,13 @@ How did Apache Airflow help to solve this problem? With the
creation of a new AW
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="adjoe">
<meta itemprop="description" content="What was the problem? Before adopting
Airflow at adjoe, we handled job scheduling in two main ways: by setting up
Kubernetes cronjobs or building AWS Lambda functions. While both approaches had
their benefits, they also came with limitations, especially when it came to
managing more complex workloads. As our data science teams needs evolved, it
became clear that we needed a more robust and flexible orchestration tool.
How did Apache Airflow help to solve this problem? With the creation of a new
AWS environment for the data science teams, we introduced Airflow on Kubernetes
as our primary orchestration solution, addressing both stability and
scalability requirements.">
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 41ce6f1566..dc868441ba 100644
--- a/use-cases/adobe/index.html
+++ b/use-cases/adobe/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Adobe">
<meta itemprop="description" content="What was the problem? Modern big data
platforms need sophisticated data pipelines connecting to many backend services
enabling complex workflows. These workflows need to be deployed, monitored, and
run either on regular schedules or triggered by external events. Adobe
Experience Platform component services architected and built an orchestration
service to enable their users to author, schedule, and monitor complex
hierarchical (including sequential [...]
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 502af1f835..257f281297 100644
--- a/use-cases/adyen/index.html
+++ b/use-cases/adyen/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Adyen">
<meta itemprop="description" content="What was the problem? Many years ago
we started out with our own orchestration framework. Due to all the required
custom functionality it made sense at the time. However, quickly we realized
creating an orchestration tool is not to be underestimated. With the quickly
increasing number of users and teams, time spent on fixing issues increased,
severely limiting development speed. Furthermore, due to it not being open
source, we constantly had to mak [...]
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 8018f8d642..7f1acb244c 100644
--- a/use-cases/big-fish-games/index.html
+++ b/use-cases/big-fish-games/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Big Fish Games">
<meta itemprop="description" content="What was the problem? The main
challenge is the lack of standardized ETL workflow orchestration tools.
PowerShell and Python-based ETL frameworks built in-house are currently used
for scheduling and running analytical workloads. However, there is no web UI
through which we can monitor these workflows and it requires additional effort
to maintain this framework. These scheduled jobs based on external dependencies
are not well suited to modern Big Da [...]
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 6f0142ebfd..803f9c3075 100644
--- a/use-cases/business_operations/index.html
+++ b/use-cases/business_operations/index.html
@@ -31,13 +31,13 @@ This video shows an example of using Airflow to run the
pipelines that power a c
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Business Operations">
<meta itemprop="description" content="Use Airflow for Business operations
pipelines Airflow can be the starting point for your business idea! For many
companies, Airflow delivers the data that powers their core business
applications. Whether you need to aggregate user data to power personalized
recommendations, display analytics in a user-facing dashboard, or prepare the
input data for an LLM, Airflow is the perfect orchestrator.
This video shows an example of using Airflow to run the pipelines that power a
customer-facing analytics dashboard. You can find the code shown in this
example here.">
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 629826fdd6..16dfaaa48a 100644
--- a/use-cases/dish/index.html
+++ b/use-cases/dish/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Dish">
<meta itemprop="description" content="What was the problem? We faced
increasing complexity managing lengthy crontabs with scheduling being an issue,
this required carefully planning timing due to resource constraints, usage
patterns, and especially custom code needed for retry logic. In the last case,
having to verify success of previous jobs and/or steps prior to running the
next. Furthermore, time to results is important, but we were increasingly
relying on buffers for processing, wh [...]
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 71abb51001..cd38e16815 100644
--- a/use-cases/etl_analytics/index.html
+++ b/use-cases/etl_analytics/index.html
@@ -31,13 +31,13 @@ The video below shows a simple ETL/ELT pipeline in Airflow
that extracts climate
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="ETL/ELT">
<meta itemprop="description" content="Use Airflow for ETL/ELT pipelines
Extract-Transform-Load (ETL) and Extract-Load-Transform (ELT) data pipelines
are the most common use case for Apache Airflow. 90% of respondents in the 2023
Apache Airflow survey are using Airflow for ETL/ELT to power analytics use
cases.
The video below shows a simple ETL/ELT pipeline in Airflow that extracts
climate data from a CSV file, as well as weather data from an API, runs
transformations and then loads the results into a database to power a
dashboard.">
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 ae5594aee3..4b3bfe5df3 100644
--- a/use-cases/experity/index.html
+++ b/use-cases/experity/index.html
@@ -31,13 +31,13 @@ How did Apache Airflow help to solve this problem?
Ultimately we decided flexibl
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Experity">
<meta itemprop="description" content="What was the problem? We had to deploy
our complex, flagship app to multiple nodes in multiple ways. This required
tasks to communicate across Windows nodes and coordinate timing perfectly. We
did not want to buy an expensive enterprise scheduling tool and needed ultimate
flexibility.
How did Apache Airflow help to solve this problem? Ultimately we decided
flexible, multi-node, DAG capable tooling was key and airflow was one of the
few tools that fit that bill. Having it based on open source and python were
large factors that upheld our core principles. At the time, Airflow was missing
a windows hook and operator so we contributed the WinRM hook and operator back
to the community. Given its flexibility we also use DAG generators to have our
metadata drive our DAGs and [...]
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 029769dac6..d344893950 100644
--- a/use-cases/index.html
+++ b/use-cases/index.html
@@ -34,7 +34,7 @@
<meta itemprop="name" content="Use Cases">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 0fb78afa42..db0c918653 100644
--- a/use-cases/infrastructure-management/index.html
+++ b/use-cases/infrastructure-management/index.html
@@ -31,13 +31,13 @@ Infrastructure management is often needed within the
context of other use cases,
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Infrastructure Management">
<meta itemprop="description" content="Use Airflow for Infrastructure
Management Airflow can interact with any API, which makes it a great tool to
manage your infrastructure, such as Kubernetes or Spark clusters running in any
cloud. As of Airflow 2.7, the setup/teardown feature is available, a special
type of task with intelligent behavior to spin up and tear down infrastructure
at the exact time you need it.
Infrastructure management is often needed within the context of other use
cases, such as MLOps, or implementing data quality checks. This video shows an
example of how it might be used for an MLOps pipeline. You can find the code
shown in this example here.">
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 d59f42e548..fa282a0dc6 100644
--- a/use-cases/mlops/index.html
+++ b/use-cases/mlops/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="MLOps">
<meta itemprop="description" content="Use Airflow for Machine Learning
Operations (MLOps) Machine Learning Operations (MLOps) is a broad term
encompassing everything needed to run machine learning models in production.
MLOps is a rapidly evolving field with many different best practices and
behavioral patterns, with Apache Airflow providing tool agnostic orchestration
capabilities for all steps. An emerging subset of MLOps is Large Language Model
Operations (LLMOps), which focuses on d [...]
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 a59d5e16a1..4f2b6f8b7f 100644
--- a/use-cases/onefootball/index.html
+++ b/use-cases/onefootball/index.html
@@ -31,13 +31,13 @@ On top of that, new data tools appear each month: third
party data sources, clou
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Onefootball">
<meta itemprop="description" content="What was the problem? With millions of
daily active users, managing the complexity of data engineering at Onefootball
is a constant challenge. Lengthy crontabs, multiplication of custom API
clients, erosion of confidence in the analytics served, increasing heroism
(“only one person can solve this issue”). Those are the challenges that most
teams face unless they consciously invest in their tools and processes.
On top of that, new data tools appear each month: third party data sources,
cloud providers solutions, different storage technologies… Managing all those
integrations is costly and brittle, especially for small data engineering teams
that are trying to do more with less.">
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 1e0ea19f05..54ca3f0b3e 100644
--- a/use-cases/plarium-krasnodar/index.html
+++ b/use-cases/plarium-krasnodar/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Plarium Krasnodar">
<meta itemprop="description" content="What was the problem? Our Research
& Development department carries out various experiments, and in all of
them, we need to create workflow orchestrations for solving tasks in game dev.
Previously, we didn’t have any suitable tools with a sufficient number of
built-in functions, and we had to orchestrate processes manually and entirely
from scratch every time. This led to difficulties with dependencies and
monitoring when building complex workf [...]
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 c2bc51516c..20a508a929 100644
--- a/use-cases/seniorlink/index.html
+++ b/use-cases/seniorlink/index.html
@@ -31,13 +31,13 @@ We had built a robust stack of batch processes to deliver
value to the business,
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Seniorlink">
<meta itemprop="description" content="What was the problem? Here at
Seniorlink, we provide services, support, and technology that engages family
caregivers. One of our focuses is using data to bolster our knowledge and
improve the experience of our users. Like many looking to build an effective
data stack, we adopted a Python, Spark, Redshift, and Tableau core toolset.
We had built a robust stack of batch processes to deliver value to the
business, deploying these data services in AWS using a mixture of EMR, ECS,
Lambda, and EC2. Moving fast, as many new endeavors do, we ultimately ended up
with one monolithic batch process with many smaller satellite jobs. Given the
scale and quantity of jobs, we began to lose transparency as to what was
happening. Additionally, many jobs were launched in a single EMR cluster and so
tightly coupled that a failure in o [...]
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 bf43f1af3f..0c3f96c033 100644
--- a/use-cases/sift/index.html
+++ b/use-cases/sift/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Sift">
<meta itemprop="description" content="What was the problem? At Sift, we’re
constantly training machine learning models that feed into the core of Sift’s
Digital Trust & Safety platform. The platform gives our customers a way to
discern suspicious online behavior from trustworthy behavior, allowing our
customers to protect their online transactions, maintain the integrity of their
content platforms, and keep their users’ accounts secure. To make this
possible, we’ve built model trai [...]
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 7ad66f7a6a..e42da29862 100644
--- a/use-cases/snapp/index.html
+++ b/use-cases/snapp/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Snapp">
<meta itemprop="description" content="What was the problem? As the Map team
at Snapp, one of the largest and fastest-growing internet companies in the
Middle East, we have experienced significant growth over the past couple of
years, expanding from a team of 7 to a team of 60. However, with this growth
came the realization that some of our crucial tasks were being performed
manually. This manual approach consumed valuable time and hindered our ability
to execute these tasks efficiently.">
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<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 aa37826eaa..74717438a5 100644
--- a/use-cases/suse/index.html
+++ b/use-cases/suse/index.html
@@ -31,13 +31,13 @@ The construction of these containers requires the
installation of several librar
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2026-04-14T17:44:58+02:00">
+ <meta property="article:modified_time" content="2026-04-14T17:51:00+02:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="RancherBySUSE">
<meta itemprop="description" content="What was the problem? Our aim was to
build, package, test and distribute curated and trusted containers at scale in
an automated way. Those containers can be of any nature, meaning that we need a
solution that allows us to build any kind of software with any kind of building
tools like Maven, Rust, Java, Ant, or Go.
The construction of these containers requires the installation of several
libraries (which may even conflict) and the orchestration of complex workflows
with several integrations, executed either on a scheduled basis or triggered by
events from external systems.">
- <meta itemprop="dateModified" content="2026-04-14T17:44:58+02:00">
+ <meta itemprop="dateModified" content="2026-04-14T17:51:00+02:00">
<meta itemprop="wordCount" content="361">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Testimonial">
