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Name	Modified	Size	InfoDownloads / Week
Parent folder
0.95.1 source code.tar.gz	2026-06-18	159.8 MB	0
0.95.1 source code.zip	2026-06-18	162.4 MB	0
README.md	2026-06-18	2.4 kB	0
Totals: 3 Items		322.2 MB	0

Dynamic pipelines with step operators

Dynamic pipeline execution is more reliable when steps use step operators.

Fixed

- Fixed an issue where running a step with a step operator in a dynamic pipeline could fail unless that step was explicitly listed in `pipeline.depends_on`. - ZenML now falls back to the orchestrator image in this case, matching the behavior already used for isolated steps without step operators. [PR [#4960]](https://github.com/zenml-io/zenml/pull/4960)

Faster pipeline and step run queries

Common pipeline run and step run views should now load more efficiently, especially on larger deployments.

Improved database query performance by adjusting how related data is loaded for common pipeline run and step run queries.
This helps avoid expensive query plans in MySQL for paginated run listings, making these queries more scalable. PR [#4965]

Logging stability

Logging shutdown is now safer when using artifact-backed log stores.

Fixed

- Fixed a deadlock that could happen during logging context shutdown when using `fsspec`-based artifact log stores with debug logs enabled. - ZenML now avoids writing back into the log store during shutdown, improving reliability for pipeline and step log collection. [PR [#4964]](https://github.com/zenml-io/zenml/pull/4964)