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Remove known limitations from workspace docs#21052

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B-Step62 merged 1 commit intomlflow:masterfrom
mprahl:fix-ws-docs
Feb 24, 2026
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Remove known limitations from workspace docs#21052
B-Step62 merged 1 commit intomlflow:masterfrom
mprahl:fix-ws-docs

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@mprahl mprahl commented Feb 21, 2026

Related Issues/PRs

#xxx

What changes are proposed in this pull request?

Remove known limitations from workspace docs as these were previously addressed but I forgot to remove them.

How is this PR tested?

  • Existing unit/integration tests
  • New unit/integration tests
  • Manual tests

Does this PR require documentation update?

  • No. You can skip the rest of this section.
  • Yes. I've updated:
    • Examples
    • API references
    • Instructions

Does this PR require updating the MLflow Skills repository?

  • No. You can skip the rest of this section.
  • Yes. Please link the corresponding PR or explain how you plan to update it.

Release Notes

Is this a user-facing change?

  • No. You can skip the rest of this section.
  • Yes. Give a description of this change to be included in the release notes for MLflow users.

What component(s), interfaces, languages, and integrations does this PR affect?

Components

  • area/tracking: Tracking Service, tracking client APIs, autologging
  • area/models: MLmodel format, model serialization/deserialization, flavors
  • area/model-registry: Model Registry service, APIs, and the fluent client calls for Model Registry
  • area/scoring: MLflow Model server, model deployment tools, Spark UDFs
  • area/evaluation: MLflow model evaluation features, evaluation metrics, and evaluation workflows
  • area/gateway: MLflow AI Gateway client APIs, server, and third-party integrations
  • area/prompts: MLflow prompt engineering features, prompt templates, and prompt management
  • area/tracing: MLflow Tracing features, tracing APIs, and LLM tracing functionality
  • area/projects: MLproject format, project running backends
  • area/uiux: Front-end, user experience, plotting, JavaScript, JavaScript dev server
  • area/build: Build and test infrastructure for MLflow
  • area/docs: MLflow documentation pages

How should the PR be classified in the release notes? Choose one:

  • rn/none - No description will be included. The PR will be mentioned only by the PR number in the "Small Bugfixes and Documentation Updates" section
  • rn/breaking-change - The PR will be mentioned in the "Breaking Changes" section
  • rn/feature - A new user-facing feature worth mentioning in the release notes
  • rn/bug-fix - A user-facing bug fix worth mentioning in the release notes
  • rn/documentation - A user-facing documentation change worth mentioning in the release notes

Should this PR be included in the next patch release?

Yes should be selected for bug fixes, documentation updates, and other small changes. No should be selected for new features and larger changes. If you're unsure about the release classification of this PR, leave this unchecked to let the maintainers decide.

What is a minor/patch release?
  • Minor release: a release that increments the second part of the version number (e.g., 1.2.0 -> 1.3.0).
    Bug fixes, doc updates and new features usually go into minor releases.
  • Patch release: a release that increments the third part of the version number (e.g., 1.2.0 -> 1.2.1).
    Bug fixes and doc updates usually go into patch releases.
  • Yes (this PR will be cherry-picked and included in the next patch release)
  • No (this PR will be included in the next minor release)

These were previously addressed but I forgot to remove them.

Signed-off-by: mprahl <mprahl@users.noreply.github.com>
Copilot AI review requested due to automatic review settings February 21, 2026 17:35
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🛠 DevTools 🛠

Install mlflow from this PR

# mlflow
pip install git+https://github.com/mlflow/mlflow.git@refs/pull/21052/merge
# mlflow-skinny
pip install git+https://github.com/mlflow/mlflow.git@refs/pull/21052/merge#subdirectory=libs/skinny

For Databricks, use the following command:

%sh curl -LsSf https://raw.githubusercontent.com/mlflow/mlflow/HEAD/dev/install-skinny.sh | sh -s pull/21052/merge

@github-actions github-actions bot added area/docs Documentation issues rn/none List under Small Changes in Changelogs. v3.10.1 labels Feb 21, 2026
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Pull request overview

This PR updates the Workspaces self-hosting documentation by removing an outdated “Known limitations” warning block that no longer reflects current functionality.

Changes:

  • Removed the “Known limitations” warning section from the Workspaces docs landing page.

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Documentation preview for e66def1 is available at:

Changed Pages (1)

More info
  • Ignore this comment if this PR does not change the documentation.
  • The preview is updated when a new commit is pushed to this PR.
  • This comment was created by this workflow run.
  • The documentation was built by this workflow run.

@B-Step62 B-Step62 added this pull request to the merge queue Feb 24, 2026
Merged via the queue into mlflow:master with commit e3049d7 Feb 24, 2026
23 of 25 checks passed
B-Step62 pushed a commit to B-Step62/mlflow that referenced this pull request Feb 25, 2026
Signed-off-by: mprahl <mprahl@users.noreply.github.com>
B-Step62 added a commit that referenced this pull request Feb 25, 2026
Signed-off-by: mprahl <mprahl@users.noreply.github.com>
Co-authored-by: Matt Prahl <mprahl@users.noreply.github.com>
smoorjani pushed a commit to smoorjani/mlflow that referenced this pull request Feb 26, 2026
Signed-off-by: mprahl <mprahl@users.noreply.github.com>
Signed-off-by: Samraj Moorjani <samraj.moorjani@databricks.com>
@github-actions github-actions bot added v3.10.2 and removed v3.10.1 labels Mar 5, 2026
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