From adbce277e9345738cb8f4726aa7ef5e66d87f8fe Mon Sep 17 00:00:00 2001
From: "github-actions[bot]"
 <41898282+github-actions[bot]@users.noreply.github.com>
Date: Thu, 2 Jul 2026 21:58:50 +0200
Subject: [PATCH 1/5] Add version 0.96.0 to legacy docs (#5021)

Co-authored-by: ZenML GmbH <info@zenml.io>
(cherry picked from commit 2de41efef8aaf1656e4b5fa9124cf7e10cea0175)
---
 docs/book/reference/legacy-docs.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/book/reference/legacy-docs.md b/docs/book/reference/legacy-docs.md
index f58b005ec1c..7109deb3079 100644
--- a/docs/book/reference/legacy-docs.md
+++ b/docs/book/reference/legacy-docs.md
@@ -5,6 +5,6 @@ icon: user-bounty-hunter
 
 # Legacy docs
 
-<table data-view="cards"><thead><tr><th></th><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td>0.95.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.95.1/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.95.1/</a></td></tr><tr><td>0.95.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.95.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.95.0/</a></td></tr><tr><td>0.94.6</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.94.6/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.94.6/</a></td></tr><tr><td>0.94.5</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.94.5/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.94.5/</a></td></tr><tr><td>0.94.4</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.94.4/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.94.4/</a></td></tr><tr><td>0.94.3</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.94.3/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.94.3/</a></td></tr><tr><td>0.94.2</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.94.2/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.94.2/</a></td></tr><tr><td>0.94.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.94.1/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.94.1/</a></td></tr><tr><td>0.94.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.94.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.94.0/</a></td></tr><tr><td>0.93.3</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.93.3/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.93.3/</a></td></tr><tr><td>0.93.2</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.93.2/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.93.2/</a></td></tr><tr><td>0.93.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.93.1/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.93.1/</a></td></tr><tr><td>0.93.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.93.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.93.0/</a></td></tr><tr><td>0.92.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.92.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.92.0/</a></td></tr><tr><td>0.91.2</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.91.2/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.91.2/</a></td></tr><tr><td>0.91.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.91.1/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.91.1/</a></td></tr><tr><td>0.91.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.91.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.91.0/</a></td></tr><tr><td>0.90.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.90.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.90.0/</a></td></tr><tr><td>0.85.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.85.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.85.0/</a></td></tr><tr><td>0.84.3</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.84.3/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.84.3/</a></td></tr><tr><td>0.84.2</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.84.2/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.84.2/</a></td></tr><tr><td>0.84.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.84.1/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.84.1/</a></td></tr><tr><td>0.84.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.84.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.84.0/</a></td></tr><tr><td>0.83.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.83.1/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.83.1/</a></td></tr><tr><td>0.83.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.83.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.83.0/</a></td></tr><tr><td>0.82.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.82.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.82.0/</a></td></tr><tr><td>0.81.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.81.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.81.0/</a></td></tr><tr><td>0.80.2</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.80.2/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.80.2/</a></td></tr><tr><td>0.80.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.80.1/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.80.1/</a></td></tr><tr><td>0.80.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.80.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.80.0/</a></td></tr><tr><td>0.75.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.75.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.75.0/</a></td></tr><tr><td>0.74.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.74.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.74.0/</a></td></tr><tr><td>0.73.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.73.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.73.0/</a></td></tr><tr><td>0.72.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.72.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.72.0</a></td></tr><tr><td>0.71.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/0.71.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/0.71.0</a></td></tr><tr><td>0.70.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/0.70.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/0.70.0</a></td></tr><tr><td>0.68.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/0.68.1">https://zenml-io.gitbook.io/zenml-legacy-documentation/0.68.1</a></td></tr><tr><td>0.68.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.68.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.68.0/</a></td></tr><tr><td>0.67.0</td><td></td><td></td><td><a href="https://app.gitbook.com/o/-MCl1Hlw9oU4xibZ-ymf/s/IAT17KUXNgudlhTyCPn4/">https://app.gitbook.com/o/-MCl1Hlw9oU4xibZ-ymf/s/IAT17KUXNgudlhTyCPn4/</a></td></tr><tr><td>0.66.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/0.66.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/0.66.0</a></td></tr><tr><td>0.65.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.65.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.65.0/</a></td></tr><tr><td>0.64.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.64.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.64.0/</a></td></tr><tr><td>0.63.0</td><td></td><td></td><td><a href="https://app.gitbook.com/o/-MCl1Hlw9oU4xibZ-ymf/s/N7uiChp9LXuqoNrLj3U3/">https://app.gitbook.com/o/-MCl1Hlw9oU4xibZ-ymf/s/N7uiChp9LXuqoNrLj3U3/</a></td></tr><tr><td>0.62.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.62.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.62.0/</a></td></tr><tr><td>0.61.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.61.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.61.0</a></td></tr><tr><td>0.60.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.60.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.60.0/</a></td></tr><tr><td>0.58.2</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.58.2/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.58.2/</a></td></tr><tr><td>0.58.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.58.1/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.58.1/</a></td></tr><tr><td>0.58.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.58.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.58.0</a></td></tr><tr><td>0.57.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.57.1">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.57.1</a></td></tr><tr><td>0.57.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.57.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.57.0</a></td></tr><tr><td>0.56.4</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.56.4">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.56.4</a></td></tr><tr><td>0.56.3</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.56.3">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.56.3</a></td></tr><tr><td>0.56.2</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.56.2">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.56.2</a></td></tr><tr><td>0.56.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.56.1">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.56.1</a></td></tr><tr><td>0.55.5</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.55.5">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.55.5</a></td></tr><tr><td>0.55.4</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.55.4">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.55.4</a></td></tr><tr><td>0.55.3</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.55.3">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.55.3</a></td></tr><tr><td>0.55.2</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.55.2">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.55.2</a></td></tr><tr><td>0.55.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.55.1">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.55.1</a></td></tr><tr><td>0.55.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.55.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.55.0</a></td></tr><tr><td>0.54.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.54.1">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.54.1</a></td></tr><tr><td>0.54.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.54.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.54.0</a></td></tr><tr><td>0.53.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.53.1">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.53.1</a></td></tr><tr><td>0.53.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.53.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.53.0</a></td></tr><tr><td>0.52.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.52.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.52.0</a></td></tr><tr><td>0.51.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.51.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.51.0</a></td></tr><tr><td>0.50.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.50.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.50.0</a></td></tr><tr><td>0.47.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.47.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.47.0-legacy</a></td></tr><tr><td>0.46.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.46.1-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.46.1-legacy</a></td></tr><tr><td>0.46.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.46.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.46.0-legacy</a></td></tr><tr><td>0.45.6</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.45.6-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.45.6-legacy</a></td></tr><tr><td>0.45.5</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.45.5-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.45.5-legacy</a></td></tr><tr><td>0.45.4</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.45.4-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.45.4-legacy</a></td></tr><tr><td>0.45.3</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.45.3-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.45.3-legacy</a></td></tr><tr><td>0.45.2</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.45.2-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.45.2-legacy</a></td></tr><tr><td>0.44.4</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.44.4-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.44.4-legacy</a></td></tr><tr><td>0.44.3</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.44.3-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.44.3-legacy</a></td></tr><tr><td>0.44.2</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.44.2-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.44.2-legacy</a></td></tr><tr><td>0.44.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.44.1-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.44.1-legacy</a></td></tr><tr><td>0.43.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.43.1-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.43.1-legacy</a></td></tr><tr><td>0.43.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.43.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.43.0-legacy</a></td></tr><tr><td>0.42.2</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.42.2-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.42.2-legacy</a></td></tr><tr><td>0.42.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.42.1-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.42.1-legacy</a></td></tr><tr><td>0.42.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.42.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.42.0-legacy</a></td></tr><tr><td>0.41.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.41.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.41.0-legacy</a></td></tr><tr><td>0.40.3</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.40.3-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.40.3-legacy</a></td></tr><tr><td>0.40.2</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.40.2-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.40.2-legacy</a></td></tr><tr><td>0.40.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.40.1-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.40.1-legacy</a></td></tr><tr><td>0.40.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.40.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.40.0-legacy</a></td></tr><tr><td>0.39.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.39.1-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.39.1-legacy</a></td></tr><tr><td>0.39.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.39.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.39.0-legacy</a></td></tr><tr><td>0.38.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.38.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.38.0-legacy</a></td></tr><tr><td>0.37.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.37.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.37.0-legacy</a></td></tr><tr><td>0.36.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.36.1-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.36.1-legacy</a></td></tr><tr><td>0.36.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.36.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.36.0-legacy</a></td></tr><tr><td>0.35.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.35.1-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.35.1-legacy</a></td></tr><tr><td>0.35.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.35.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.35.0-legacy</a></td></tr><tr><td>0.34.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.34.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.34.0-legacy</a></td></tr><tr><td>0.33.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.33.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.33.0-legacy</a></td></tr><tr><td>0.32.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.32.1-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.32.1-legacy</a></td></tr><tr><td>0.32.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.32.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.32.0-legacy</a></td></tr><tr><td>0.31.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.31.1-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.31.1-legacy</a></td></tr><tr><td>0.31.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.31.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.31.0-legacy</a></td></tr><tr><td>0.30.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.30.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.30.0-legacy</a></td></tr><tr><td>0.20.5</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.20.5-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.20.5-legacy</a></td></tr><tr><td>0.20.4</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.20.4-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.20.4-legacy</a></td></tr><tr><td>0.20.3</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.20.3-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.20.3-legacy</a></td></tr><tr><td>0.20.2</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.20.2-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.20.2-legacy</a></td></tr><tr><td>0.20.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.20.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.20.0-legacy</a></td></tr><tr><td>0.13.2</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.13.2">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.13.2</a></td></tr><tr><td>0.13.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.13.1">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.13.1</a></td></tr><tr><td>0.13.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.13.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.13.0</a></td></tr><tr><td>0.12.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.12.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.12.0</a></td></tr><tr><td>0.11.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.11.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.11.0</a></td></tr><tr><td>0.10.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.10.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.10.0</a></td></tr></tbody></table>
+<table data-view="cards"><thead><tr><th></th><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td>0.96.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.96.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.96.0/</a></td></tr><tr><td>0.95.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.95.1/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.95.1/</a></td></tr><tr><td>0.95.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.95.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.95.0/</a></td></tr><tr><td>0.94.6</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.94.6/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.94.6/</a></td></tr><tr><td>0.94.5</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.94.5/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.94.5/</a></td></tr><tr><td>0.94.4</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.94.4/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.94.4/</a></td></tr><tr><td>0.94.3</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.94.3/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.94.3/</a></td></tr><tr><td>0.94.2</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.94.2/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.94.2/</a></td></tr><tr><td>0.94.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.94.1/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.94.1/</a></td></tr><tr><td>0.94.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.94.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.94.0/</a></td></tr><tr><td>0.93.3</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.93.3/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.93.3/</a></td></tr><tr><td>0.93.2</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.93.2/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.93.2/</a></td></tr><tr><td>0.93.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.93.1/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.93.1/</a></td></tr><tr><td>0.93.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.93.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.93.0/</a></td></tr><tr><td>0.92.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.92.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.92.0/</a></td></tr><tr><td>0.91.2</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.91.2/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.91.2/</a></td></tr><tr><td>0.91.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.91.1/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.91.1/</a></td></tr><tr><td>0.91.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.91.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.91.0/</a></td></tr><tr><td>0.90.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.90.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.90.0/</a></td></tr><tr><td>0.85.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.85.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.85.0/</a></td></tr><tr><td>0.84.3</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.84.3/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.84.3/</a></td></tr><tr><td>0.84.2</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.84.2/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.84.2/</a></td></tr><tr><td>0.84.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.84.1/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.84.1/</a></td></tr><tr><td>0.84.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.84.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.84.0/</a></td></tr><tr><td>0.83.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.83.1/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.83.1/</a></td></tr><tr><td>0.83.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.83.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.83.0/</a></td></tr><tr><td>0.82.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.82.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.82.0/</a></td></tr><tr><td>0.81.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.81.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.81.0/</a></td></tr><tr><td>0.80.2</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.80.2/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.80.2/</a></td></tr><tr><td>0.80.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.80.1/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.80.1/</a></td></tr><tr><td>0.80.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.80.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.80.0/</a></td></tr><tr><td>0.75.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.75.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.75.0/</a></td></tr><tr><td>0.74.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.74.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.74.0/</a></td></tr><tr><td>0.73.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.73.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.73.0/</a></td></tr><tr><td>0.72.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.72.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.72.0</a></td></tr><tr><td>0.71.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/0.71.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/0.71.0</a></td></tr><tr><td>0.70.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/0.70.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/0.70.0</a></td></tr><tr><td>0.68.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/0.68.1">https://zenml-io.gitbook.io/zenml-legacy-documentation/0.68.1</a></td></tr><tr><td>0.68.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.68.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.68.0/</a></td></tr><tr><td>0.67.0</td><td></td><td></td><td><a href="https://app.gitbook.com/o/-MCl1Hlw9oU4xibZ-ymf/s/IAT17KUXNgudlhTyCPn4/">https://app.gitbook.com/o/-MCl1Hlw9oU4xibZ-ymf/s/IAT17KUXNgudlhTyCPn4/</a></td></tr><tr><td>0.66.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/0.66.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/0.66.0</a></td></tr><tr><td>0.65.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.65.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.65.0/</a></td></tr><tr><td>0.64.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.64.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.64.0/</a></td></tr><tr><td>0.63.0</td><td></td><td></td><td><a href="https://app.gitbook.com/o/-MCl1Hlw9oU4xibZ-ymf/s/N7uiChp9LXuqoNrLj3U3/">https://app.gitbook.com/o/-MCl1Hlw9oU4xibZ-ymf/s/N7uiChp9LXuqoNrLj3U3/</a></td></tr><tr><td>0.62.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.62.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.62.0/</a></td></tr><tr><td>0.61.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.61.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.61.0</a></td></tr><tr><td>0.60.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.60.0/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.60.0/</a></td></tr><tr><td>0.58.2</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.58.2/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.58.2/</a></td></tr><tr><td>0.58.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.58.1/">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.58.1/</a></td></tr><tr><td>0.58.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.58.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.58.0</a></td></tr><tr><td>0.57.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.57.1">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.57.1</a></td></tr><tr><td>0.57.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.57.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.57.0</a></td></tr><tr><td>0.56.4</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.56.4">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.56.4</a></td></tr><tr><td>0.56.3</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.56.3">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.56.3</a></td></tr><tr><td>0.56.2</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.56.2">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.56.2</a></td></tr><tr><td>0.56.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.56.1">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.56.1</a></td></tr><tr><td>0.55.5</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.55.5">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.55.5</a></td></tr><tr><td>0.55.4</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.55.4">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.55.4</a></td></tr><tr><td>0.55.3</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.55.3">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.55.3</a></td></tr><tr><td>0.55.2</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.55.2">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.55.2</a></td></tr><tr><td>0.55.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.55.1">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.55.1</a></td></tr><tr><td>0.55.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.55.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.55.0</a></td></tr><tr><td>0.54.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.54.1">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.54.1</a></td></tr><tr><td>0.54.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.54.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.54.0</a></td></tr><tr><td>0.53.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.53.1">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.53.1</a></td></tr><tr><td>0.53.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.53.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.53.0</a></td></tr><tr><td>0.52.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.52.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.52.0</a></td></tr><tr><td>0.51.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.51.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.51.0</a></td></tr><tr><td>0.50.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.50.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.50.0</a></td></tr><tr><td>0.47.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.47.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.47.0-legacy</a></td></tr><tr><td>0.46.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.46.1-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.46.1-legacy</a></td></tr><tr><td>0.46.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.46.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.46.0-legacy</a></td></tr><tr><td>0.45.6</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.45.6-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.45.6-legacy</a></td></tr><tr><td>0.45.5</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.45.5-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.45.5-legacy</a></td></tr><tr><td>0.45.4</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.45.4-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.45.4-legacy</a></td></tr><tr><td>0.45.3</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.45.3-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.45.3-legacy</a></td></tr><tr><td>0.45.2</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.45.2-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.45.2-legacy</a></td></tr><tr><td>0.44.4</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.44.4-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.44.4-legacy</a></td></tr><tr><td>0.44.3</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.44.3-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.44.3-legacy</a></td></tr><tr><td>0.44.2</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.44.2-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.44.2-legacy</a></td></tr><tr><td>0.44.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.44.1-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.44.1-legacy</a></td></tr><tr><td>0.43.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.43.1-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.43.1-legacy</a></td></tr><tr><td>0.43.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.43.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.43.0-legacy</a></td></tr><tr><td>0.42.2</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.42.2-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.42.2-legacy</a></td></tr><tr><td>0.42.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.42.1-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.42.1-legacy</a></td></tr><tr><td>0.42.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.42.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.42.0-legacy</a></td></tr><tr><td>0.41.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.41.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.41.0-legacy</a></td></tr><tr><td>0.40.3</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.40.3-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.40.3-legacy</a></td></tr><tr><td>0.40.2</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.40.2-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.40.2-legacy</a></td></tr><tr><td>0.40.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.40.1-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.40.1-legacy</a></td></tr><tr><td>0.40.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.40.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.40.0-legacy</a></td></tr><tr><td>0.39.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.39.1-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.39.1-legacy</a></td></tr><tr><td>0.39.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.39.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.39.0-legacy</a></td></tr><tr><td>0.38.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.38.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.38.0-legacy</a></td></tr><tr><td>0.37.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.37.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.37.0-legacy</a></td></tr><tr><td>0.36.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.36.1-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.36.1-legacy</a></td></tr><tr><td>0.36.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.36.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.36.0-legacy</a></td></tr><tr><td>0.35.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.35.1-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.35.1-legacy</a></td></tr><tr><td>0.35.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.35.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.35.0-legacy</a></td></tr><tr><td>0.34.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.34.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.34.0-legacy</a></td></tr><tr><td>0.33.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.33.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.33.0-legacy</a></td></tr><tr><td>0.32.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.32.1-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.32.1-legacy</a></td></tr><tr><td>0.32.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.32.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.32.0-legacy</a></td></tr><tr><td>0.31.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.31.1-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.31.1-legacy</a></td></tr><tr><td>0.31.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.31.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.31.0-legacy</a></td></tr><tr><td>0.30.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.30.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.30.0-legacy</a></td></tr><tr><td>0.20.5</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.20.5-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.20.5-legacy</a></td></tr><tr><td>0.20.4</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.20.4-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.20.4-legacy</a></td></tr><tr><td>0.20.3</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.20.3-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.20.3-legacy</a></td></tr><tr><td>0.20.2</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.20.2-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.20.2-legacy</a></td></tr><tr><td>0.20.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.20.0-legacy">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.20.0-legacy</a></td></tr><tr><td>0.13.2</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.13.2">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.13.2</a></td></tr><tr><td>0.13.1</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.13.1">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.13.1</a></td></tr><tr><td>0.13.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.13.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.13.0</a></td></tr><tr><td>0.12.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.12.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.12.0</a></td></tr><tr><td>0.11.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.11.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.11.0</a></td></tr><tr><td>0.10.0</td><td></td><td></td><td><a href="https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.10.0">https://zenml-io.gitbook.io/zenml-legacy-documentation/v/0.10.0</a></td></tr></tbody></table>
 
 <figure><img src="https://static.scarf.sh/a.png?x-pxid=f0b4f458-0a54-4fcd-aa95-d5ee424815bc" alt="ZenML Scarf"><figcaption></figcaption></figure>

From d4e4b3f71ea27c4ab0bb838f0efba709946794a1 Mon Sep 17 00:00:00 2001
From: Alexej Penner <thealexejpenner@gmail.com>
Date: Fri, 10 Jul 2026 16:43:06 +0200
Subject: [PATCH 2/5] Updated docs to include K8s distros (#5061)

* Updated docs to include K8s distros

* Adjusted for accuracy and clarity

* Also added to pro section
---
 docs/book/component-guide/orchestrators/kubernetes.md | 11 ++++++++---
 .../deploying-zenml/deploy-with-helm.md               |  4 +++-
 .../zenml-pro/deploy-control-plane-k8s.md             |  2 ++
 .../getting-started/zenml-pro/deploy-prerequisites.md |  4 +++-
 .../getting-started/zenml-pro/deploy-workspace-k8s.md |  2 ++
 5 files changed, 18 insertions(+), 5 deletions(-)

diff --git a/docs/book/component-guide/orchestrators/kubernetes.md b/docs/book/component-guide/orchestrators/kubernetes.md
index db4a1f5a1ed..202849ae073 100644
--- a/docs/book/component-guide/orchestrators/kubernetes.md
+++ b/docs/book/component-guide/orchestrators/kubernetes.md
@@ -6,6 +6,8 @@ description: Orchestrating your pipelines to run on Kubernetes clusters.
 
 Using the ZenML `kubernetes` integration, you can orchestrate and scale your ML pipelines on a [Kubernetes](https://kubernetes.io/) cluster without writing a single line of Kubernetes code.
 
+The orchestrator uses standard Kubernetes APIs and works on managed cloud clusters (EKS, GKE, AKS), enterprise platforms like Red Hat OpenShift and SUSE Rancher, and self-managed clusters on-premises or in your own cloud.
+
 This Kubernetes-native orchestrator is a minimalist, lightweight alternative to other distributed orchestrators like Airflow or Kubeflow.
 
 Overall, the Kubernetes orchestrator is quite similar to the Kubeflow orchestrator in that it runs each pipeline step in a separate Kubernetes pod. However, the orchestration of the different pods is not done by Kubeflow but by a separate master pod that orchestrates the step execution via topological sort.
@@ -20,15 +22,18 @@ This component is only meant to be used within the context of a [remote ZenML de
 
 You should use the Kubernetes orchestrator if:
 
+* you already have a Kubernetes cluster—managed cloud, Red Hat OpenShift, SUSE Rancher, or self-managed on-premises.
 * you're looking for a lightweight way of running your pipelines on Kubernetes.
 * you're not willing to maintain [Kubeflow Pipelines](kubeflow.md) on your Kubernetes cluster.
 * you're not interested in paying for managed solutions like [Vertex](vertex.md).
 
 ## How to deploy it
 
-The Kubernetes orchestrator requires a Kubernetes cluster in order to run. There are many ways to deploy a Kubernetes cluster using different cloud providers or on your custom infrastructure, and we can't possibly cover all of them, but you can check out our [our production guide](https://docs.zenml.io/user-guides/production-guide).
+The Kubernetes orchestrator requires a Kubernetes cluster (version 1.21 or higher recommended).
+
+There are many ways to deploy a Kubernetes cluster using different cloud providers or on your custom infrastructure, and we can't possibly cover all of them, but you can check out our [production guide](https://docs.zenml.io/user-guides/production-guide).
 
-If the above Kubernetes cluster is deployed remotely on the cloud, then another pre-requisite to use this orchestrator would be to deploy and connect to a [remote ZenML server](https://docs.zenml.io/getting-started/deploying-zenml/).
+If the Kubernetes cluster is deployed remotely, another prerequisite is to deploy and connect to a [remote ZenML server](https://docs.zenml.io/getting-started/deploying-zenml/).
 
 ## How to use it
 
@@ -42,7 +47,7 @@ To use the Kubernetes orchestrator, we need:
 * [Docker](https://www.docker.com) installed and running.
 * A [remote artifact store](../artifact-stores/README.md) as part of your stack.
 * A [remote container registry](../container-registries/README.md) as part of your stack.
-* A Kubernetes cluster [deployed](kubernetes.md#how-to-deploy-it)
+* A Kubernetes cluster [deployed](kubernetes.md#how-to-deploy-it) (version 1.21 or higher recommended)
 * [kubectl](https://kubernetes.io/docs/tasks/tools/#kubectl) installed and the name of the Kubernetes configuration context which points to the target cluster (i.e. run`kubectl config get-contexts` to see a list of available contexts) . This is optional (see below).
 
 {% hint style="info" %}
diff --git a/docs/book/getting-started/deploying-zenml/deploy-with-helm.md b/docs/book/getting-started/deploying-zenml/deploy-with-helm.md
index f132952e6c2..f27dcc320c5 100644
--- a/docs/book/getting-started/deploying-zenml/deploy-with-helm.md
+++ b/docs/book/getting-started/deploying-zenml/deploy-with-helm.md
@@ -6,13 +6,15 @@ description: Deploying ZenML in a Kubernetes cluster with Helm.
 
 If you wish to manually deploy and manage ZenML in a Kubernetes cluster of your choice, ZenML also includes a Helm chart among its available deployment options.
 
+The chart uses standard Kubernetes APIs and works on managed cloud clusters (EKS, GKE, AKS), enterprise platforms like Red Hat OpenShift and SUSE Rancher, and self-managed clusters on-premises or in your own cloud.
+
 You can find the chart on this [ArtifactHub repository](https://artifacthub.io/packages/helm/zenml/zenml), along with the templates, default values and instructions on how to install it. Read on to find detailed explanations on prerequisites, configuration, and deployment scenarios.
 
 ## Prerequisites
 
 You'll need the following:
 
-* A Kubernetes cluster
+* A Kubernetes cluster (version 1.21 or higher recommended)
 * Optional, but recommended: a MySQL-compatible database reachable from the Kubernetes cluster (e.g. one of the managed databases offered by Google Cloud, AWS, or Azure). A MySQL server version of 8.0 or higher is required
 * the [Kubernetes client](https://kubernetes.io/docs/tasks/tools/#kubectl) already installed on your machine and configured to access your cluster
 * [Helm](https://helm.sh/docs/intro/install/) installed on your machine
diff --git a/docs/book/getting-started/zenml-pro/deploy-control-plane-k8s.md b/docs/book/getting-started/zenml-pro/deploy-control-plane-k8s.md
index e947cfd6438..2246a490a4d 100644
--- a/docs/book/getting-started/zenml-pro/deploy-control-plane-k8s.md
+++ b/docs/book/getting-started/zenml-pro/deploy-control-plane-k8s.md
@@ -17,6 +17,8 @@ layout:
 
 This guide provides step-by-step instructions for deploying ZenML Pro on Kubernetes using Helm charts. All components run within your infrastructure with zero external dependencies.
 
+ZenML Pro deployments use standard Kubernetes APIs and work on managed cloud clusters (EKS, GKE, AKS), enterprise platforms like Red Hat OpenShift and SUSE Rancher, and self-managed clusters on-premises or in your own cloud.
+
 ## Deployment Architecture
 
 All components run entirely within your Kubernetes cluster and infrastructure:
diff --git a/docs/book/getting-started/zenml-pro/deploy-prerequisites.md b/docs/book/getting-started/zenml-pro/deploy-prerequisites.md
index 58e52da73fe..ca93eed11c7 100644
--- a/docs/book/getting-started/zenml-pro/deploy-prerequisites.md
+++ b/docs/book/getting-started/zenml-pro/deploy-prerequisites.md
@@ -238,12 +238,14 @@ The Control Plane and Workspace Server components are completely independent fro
 
 | Infrastructure Type | Support Level |
 |---------------------|---------------|
-| Kubernetes (managed or self-hosted, 1.24+) | ✅ Officially supported and documented |
+| Kubernetes (1.24+) | ✅ Officially supported and documented |
 | Container-as-a-Service (ECS, Cloud Run, etc.) | ⚠️ Possible but not documented |
 | Serverless containers (Fargate, Lambda, etc.) | ⚠️ Possible but not documented |
 | Virtual machines with Docker (VMware, VirtualBox, etc.) | ⚠️ Possible but not documented |
 | Docker-compose | ✅ Can be provided upon request for local testing purposes |
 
+These Helm-based deployments use standard Kubernetes APIs and work on managed cloud clusters (EKS, GKE, AKS), enterprise platforms like Red Hat OpenShift and SUSE Rancher, and self-managed clusters on-premises or in your own cloud.
+
 {% hint style="warning" %}
 While ZenML Pro can theoretically run on any container orchestration platform, only Kubernetes deployments are officially fully supported and documented. If you require a different deployment target, please contact [cloud@zenml.io](mailto:cloud@zenml.io) to discuss your requirements.
 {% endhint %}
diff --git a/docs/book/getting-started/zenml-pro/deploy-workspace-k8s.md b/docs/book/getting-started/zenml-pro/deploy-workspace-k8s.md
index 64f292cbd81..0d82a6dd3fe 100644
--- a/docs/book/getting-started/zenml-pro/deploy-workspace-k8s.md
+++ b/docs/book/getting-started/zenml-pro/deploy-workspace-k8s.md
@@ -17,6 +17,8 @@ layout:
 
 This guide provides step-by-step instructions for deploying ZenML Pro workspaces on Kubernetes using Helm and enrolling them in the ZenML Pro control plane.
 
+ZenML Pro workspace deployments use standard Kubernetes APIs and work on managed cloud clusters (EKS, GKE, AKS), enterprise platforms like Red Hat OpenShift and SUSE Rancher, and self-managed clusters on-premises or in your own cloud.
+
 
 ## Prerequisites
 

From 8f98065ba9806b3fd014b6c326881a6b90b2ecab Mon Sep 17 00:00:00 2001
From: hrushi2602-racr <hrushi2602@gmail.com>
Date: Wed, 15 Jul 2026 11:41:02 +0530
Subject: [PATCH 3/5] WIP: Add hash-truncation to fix Vertex scheduler name
 limit (#2262)

---
 .../gcp/orchestrators/vertex_orchestrator.py  | 23 +++++++++++++++++--
 1 file changed, 21 insertions(+), 2 deletions(-)

diff --git a/src/zenml/integrations/gcp/orchestrators/vertex_orchestrator.py b/src/zenml/integrations/gcp/orchestrators/vertex_orchestrator.py
index b5aa67e63ee..6967f3d04b6 100644
--- a/src/zenml/integrations/gcp/orchestrators/vertex_orchestrator.py
+++ b/src/zenml/integrations/gcp/orchestrators/vertex_orchestrator.py
@@ -33,6 +33,7 @@
 import re
 import types
 import urllib
+import hashlib
 from typing import (
     TYPE_CHECKING,
     Any,
@@ -128,6 +129,24 @@
 STEP_JOB_NAME_METADATA_KEY = "job_name"
 
 
+def sanitize_vertex_job_name(pipeline_name: str, max_length: int = 64) -> str:
+    """
+    Truncates a pipeline name to fit Vertex AI limits while ensuring uniqueness.
+    """
+    if len(pipeline_name) <= max_length:
+        return pipeline_name
+
+    full_hash = hashlib.md5(pipeline_name.encode('utf-8')).hexdigest()
+    
+    short_hash = full_hash[:8]
+    keep_length = max_length - len(short_hash) - 1 
+
+    truncated_name = pipeline_name[:keep_length]
+    final_name = f"{truncated_name}-{short_hash}"
+
+    return final_name
+
+
 def _clean_pipeline_name(pipeline_name: str) -> str:
     """Clean pipeline name to be a valid Vertex AI Pipeline name.
 
@@ -529,7 +548,7 @@ def _create_dynamic_pipeline() -> Any:
                 step_name_to_dynamic_component[step_name] = component
 
             @dsl.pipeline(  # type: ignore[misc]
-                display_name=orchestrator_run_name,
+                display_name=sanitize_vertex_job_name(orchestrator_run_name),
             )
             def dynamic_pipeline() -> None:
                 """Dynamic pipeline."""
@@ -880,7 +899,7 @@ def _upload_and_run_pipeline(
 
         # Instantiate the Vertex AI Pipelines job
         run = aiplatform.PipelineJob(
-            display_name=pipeline_name,
+            display_name=sanitize_vertex_job_name(pipeline_name),
             template_path=pipeline_file_path,
             job_id=job_id,
             pipeline_root=self._pipeline_root,

From 150f873107437af88dbe044d7d45b5a475eee13c Mon Sep 17 00:00:00 2001
From: hrushi2602-racr <hrushi2602@gmail.com>
Date: Thu, 16 Jul 2026 11:45:27 +0530
Subject: [PATCH 4/5] Refactor orchestrator and vertex job names to use
 centralized string utility

---
 .../gcp/orchestrators/vertex_orchestrator.py  | 32 ++++++++++---------
 src/zenml/orchestrators/utils.py              | 32 +++++++++----------
 src/zenml/utils/string_utils.py               | 26 +++++++++++++++
 3 files changed, 59 insertions(+), 31 deletions(-)

diff --git a/src/zenml/integrations/gcp/orchestrators/vertex_orchestrator.py b/src/zenml/integrations/gcp/orchestrators/vertex_orchestrator.py
index 6967f3d04b6..a7c8db96f5e 100644
--- a/src/zenml/integrations/gcp/orchestrators/vertex_orchestrator.py
+++ b/src/zenml/integrations/gcp/orchestrators/vertex_orchestrator.py
@@ -32,6 +32,7 @@
 import os
 import re
 import types
+import re
 import urllib
 import hashlib
 from typing import (
@@ -112,6 +113,7 @@
     StepOperatorEntrypointConfiguration,
 )
 from zenml.utils.io_utils import get_global_config_directory
+from zenml.utils.string_utils import append_random_suffix
 
 if TYPE_CHECKING:
     from zenml.config.base_settings import BaseSettings
@@ -129,22 +131,22 @@
 STEP_JOB_NAME_METADATA_KEY = "job_name"
 
 
-def sanitize_vertex_job_name(pipeline_name: str, max_length: int = 64) -> str:
-    """
-    Truncates a pipeline name to fit Vertex AI limits while ensuring uniqueness.
-    """
-    if len(pipeline_name) <= max_length:
-        return pipeline_name
-
-    full_hash = hashlib.md5(pipeline_name.encode('utf-8')).hexdigest()
+def sanitize_vertex_job_name(job_name: str) -> str:
+    """Sanitizes the Vertex AI job name to comply with GCP requirements."""
     
-    short_hash = full_hash[:8]
-    keep_length = max_length - len(short_hash) - 1 
-
-    truncated_name = pipeline_name[:keep_length]
-    final_name = f"{truncated_name}-{short_hash}"
-
-    return final_name
+    job_name = job_name.lower()
+    job_name = job_name.replace("_", "-").replace(" ", "-")
+    job_name = re.sub(r'[^a-z0-9\-]', '', job_name)
+    
+    if not job_name or not job_name[0].isalpha():
+        job_name = f"j-{job_name}"
+
+    return append_random_suffix(
+        original_string=job_name,
+        suffix_length=5,
+        max_length=64,
+        separator="-"
+    )
 
 
 def _clean_pipeline_name(pipeline_name: str) -> str:
diff --git a/src/zenml/orchestrators/utils.py b/src/zenml/orchestrators/utils.py
index 25f6c296967..72613f33cf6 100644
--- a/src/zenml/orchestrators/utils.py
+++ b/src/zenml/orchestrators/utils.py
@@ -35,6 +35,7 @@
 from zenml.enums import APITokenType, AuthScheme, StackComponentType, StoreType
 from zenml.logger import get_logger
 from zenml.stack import StackComponent
+from zenml.utils.string_utils import append_random_suffix
 
 logger = get_logger(__name__)
 
@@ -64,24 +65,23 @@ def get_orchestrator_run_name(
     Returns:
         The orchestrator run name.
     """
-    suffix_length = 32
-    pipeline_name = f"{pipeline_name}_"
+    if max_length and max_length < 8:
+        raise ValueError(
+            "Maximum length for orchestrator run name must be 8 or above."
+        )
 
+    suffix_length = 32
     if max_length:
-        if max_length < 8:
-            raise ValueError(
-                "Maximum length for orchestrator run name must be 8 or above."
-            )
-
-        # Make sure we always have a certain suffix to guarantee no overlap
-        # with other runs
-        suffix_length = min(32, max(8, max_length - len(pipeline_name)))
-        pipeline_name = pipeline_name[: (max_length - suffix_length)]
-
-    suffix = "".join(random.choices("0123456789abcdef", k=suffix_length))
-
-    return f"{pipeline_name}{suffix}"
-
+        # The -1 accounts for the "_" separator added by the utility function
+        suffix_length = min(32, max(8, max_length - len(pipeline_name) - 1))
+
+    return append_random_suffix(
+        original_string=pipeline_name,
+        suffix_length=suffix_length,
+        max_length=max_length,
+        separator="_",
+        charset="0123456789abcdef" # <--- Ensures 100% backward compatibility
+    )
 
 def is_setting_enabled(
     is_enabled_on_step: Optional[bool],
diff --git a/src/zenml/utils/string_utils.py b/src/zenml/utils/string_utils.py
index 3cee230e1e2..4f9f1b7963c 100644
--- a/src/zenml/utils/string_utils.py
+++ b/src/zenml/utils/string_utils.py
@@ -27,6 +27,32 @@
 V = TypeVar("V", bound=Any)
 
 
+def append_random_suffix(
+    original_string: str,
+    suffix_length: int,
+    max_length: Optional[int] = None,
+    separator: str = "-",
+    charset: str = string.ascii_lowercase + string.digits
+) -> str:
+    """
+    Appends a random suffix to a string, truncating the original if necessary.
+    """
+    # Use the provided charset instead of hardcoding alphanumeric
+    suffix = ''.join(random.choices(charset, k=suffix_length))
+    
+    if max_length is not None:
+        allowed_original_length = max_length - len(separator) - suffix_length
+        
+        if allowed_original_length > 0:
+            original_string = original_string[:allowed_original_length]
+        else:
+            return suffix[:max_length]
+            
+    if original_string:
+        return f"{original_string}{separator}{suffix}"
+    return suffix
+
+
 def get_human_readable_time(seconds: float) -> str:
     """Convert seconds into a human-readable string.
 

From 4b433941c02823d9c3c72509875d0eac933c52ea Mon Sep 17 00:00:00 2001
From: hrushi2602-racr <hrushi2602@gmail.com>
Date: Sat, 18 Jul 2026 12:50:04 +0530
Subject: [PATCH 5/5] minor changes requested

---
 .../gcp/orchestrators/vertex_orchestrator.py     |  6 ++----
 src/zenml/orchestrators/utils.py                 |  4 ++--
 src/zenml/utils/string_utils.py                  | 16 ++++++++++++----
 3 files changed, 16 insertions(+), 10 deletions(-)

diff --git a/src/zenml/integrations/gcp/orchestrators/vertex_orchestrator.py b/src/zenml/integrations/gcp/orchestrators/vertex_orchestrator.py
index a7c8db96f5e..985baaa0d72 100644
--- a/src/zenml/integrations/gcp/orchestrators/vertex_orchestrator.py
+++ b/src/zenml/integrations/gcp/orchestrators/vertex_orchestrator.py
@@ -29,12 +29,11 @@
 #  permissions and limitations under the License.
 """Implementation of the VertexAI orchestrator."""
 
+import hashlib
 import os
 import re
 import types
-import re
 import urllib
-import hashlib
 from typing import (
     TYPE_CHECKING,
     Any,
@@ -133,10 +132,9 @@
 
 def sanitize_vertex_job_name(job_name: str) -> str:
     """Sanitizes the Vertex AI job name to comply with GCP requirements."""
-    
     job_name = job_name.lower()
     job_name = job_name.replace("_", "-").replace(" ", "-")
-    job_name = re.sub(r'[^a-z0-9\-]', '', job_name)
+    job_name = re.sub(r"[^a-z0-9\-]", "", job_name)
     
     if not job_name or not job_name[0].isalpha():
         job_name = f"j-{job_name}"
diff --git a/src/zenml/orchestrators/utils.py b/src/zenml/orchestrators/utils.py
index 72613f33cf6..b159f20d745 100644
--- a/src/zenml/orchestrators/utils.py
+++ b/src/zenml/orchestrators/utils.py
@@ -79,8 +79,8 @@ def get_orchestrator_run_name(
         original_string=pipeline_name,
         suffix_length=suffix_length,
         max_length=max_length,
-        separator="_",
-        charset="0123456789abcdef" # <--- Ensures 100% backward compatibility
+        separator="",
+        charset="0123456789abcdef"
     )
 
 def is_setting_enabled(
diff --git a/src/zenml/utils/string_utils.py b/src/zenml/utils/string_utils.py
index 4f9f1b7963c..1a3cc7e42a4 100644
--- a/src/zenml/utils/string_utils.py
+++ b/src/zenml/utils/string_utils.py
@@ -34,11 +34,19 @@ def append_random_suffix(
     separator: str = "-",
     charset: str = string.ascii_lowercase + string.digits
 ) -> str:
+    """Appends a random suffix to a string, truncating the original if necessary.
+
+    Args:
+        original_string: The base string to modify.
+        suffix_length: The length of the random suffix to generate.
+        max_length: Maximum allowed length of the final merged string.
+        separator: The string used to join the original string and suffix.
+        charset: The pool of characters to use for generating the random suffix.
+
+    Returns:
+        The merged string with the random suffix appended.
     """
-    Appends a random suffix to a string, truncating the original if necessary.
-    """
-    # Use the provided charset instead of hardcoding alphanumeric
-    suffix = ''.join(random.choices(charset, k=suffix_length))
+    suffix = "".join(random.choices(charset, k=suffix_length))
     
     if max_length is not None:
         allowed_original_length = max_length - len(separator) - suffix_length