docs: refer to the web app as "W&B" instead of "W&B App"

models/app/console-logs.mdx

@@ -4,25 +4,25 @@ description: "View and debug console log messages including info, warnings, and
 keywords: ["run logs", "wandb logging", "debug runs", "log filtering", "stdout capture"]
 ---
 
-When you run an experiment, you might notice messages printed to your console. W&B captures console logs and displays them in the W&B App. Use these messages to debug and monitor the behavior of your experiment.
+When you run an experiment, you might notice messages printed to your console. W&B captures console logs and displays them in W&B. Use these messages to debug and monitor the behavior of your experiment.
 
 The following sections describe how to view, configure, search, filter, download, and copy console logs for your runs.
 
 ## View console logs
 
-Access console logs for a run in the W&B App to inspect messages produced during the run.
+Access console logs for a run in W&B to inspect messages produced during the run.
 
-1. Navigate to your project in the W&B App.
+1. Navigate to your project in W&B.
 2. Select a run within the **Runs** table.
 3. Click the **Logs** tab in the project sidebar.
 
 <Note>
-W&B stores a maximum of 100,000 lines of your logs for a run. In the W&B App, a maximum of 10,000 lines of your logs display at once. To view all stored lines, scroll through the logs to display older lines.
+W&B stores a maximum of 100,000 lines of your logs for a run. In W&B, a maximum of 10,000 lines of your logs display at once. To view all stored lines, scroll through the logs to display older lines.
 </Note>
 
 {/* ## Console log fields
 
-Within the W&B App you can modify the fields shown in the console logs table. */}
+Within W&B you can modify the fields shown in the console logs table. */}
 
 ## Types of console logs
 
@@ -44,9 +44,9 @@ The following example shows how to configure these settings:
 import wandb
 
 settings = wandb.Settings(
-    show_errors=True,  # Show error messages in the W&B App
+    show_errors=True,  # Show error messages in W&B
     silent=False,      # Disable all W&B console output
-    show_warnings=True # Show warning messages in the W&B App
+    show_warnings=True # Show warning messages in W&B
 )
 
 with wandb.init(settings=settings) as run:
@@ -116,18 +116,18 @@ with wandb.init(
 
 ## Download console logs
 
-To save logs locally for offline analysis or sharing, download console logs for a run in the W&B App:
+To save logs locally for offline analysis or sharing, download console logs for a run in W&B:
 
-1. Navigate to your project in the W&B App.
+1. Navigate to your project in W&B.
 2. Select a run within the **Runs** table.
 3. Click the **Logs** tab in the project sidebar.
 4. Click the download button on the console logs page.
 
 ## Copy console logs
 
-To paste logs into another tool or message, copy console logs for a run in the W&B App:
+To paste logs into another tool or message, copy console logs for a run in W&B:
 
-1. Navigate to your project in the W&B App.
+1. Navigate to your project in W&B.
 2. Select a run within the **Runs** table.
 3. Click the **Logs** tab in the project sidebar.
 4. Click the copy button on the console logs page.

models/app/features/cascade-settings.mdx

@@ -1,6 +1,6 @@
 ---
 title: Manage workspace, section, and panel settings
-description: "Manage workspace, section, and panel settings in the W&B App, including layout and line plot configuration options."
+description: "Manage workspace, section, and panel settings in W&B, including layout and line plot configuration options."
 keywords: ["workspace layout", "line plot defaults", "panel organization", "section settings", "x-axis options"]
 ---
 

models/app/features/panels/line-plot/sampling.mdx

@@ -16,7 +16,7 @@ When you use full fidelity mode, W&B breaks the x-axis into dynamic buckets. The
 Full fidelity mode for point aggregation has three main advantages:
 
 * Preserve extreme values and spikes: retain extreme values and spikes in your data.
-* Configure how minimum and maximum points render: use the W&B App to interactively decide whether you want to show extreme (min/max) values as a shaded area.
+* Configure how minimum and maximum points render: use W&B to interactively decide whether you want to show extreme (min/max) values as a shaded area.
 * Explore your data without losing data fidelity: W&B recalculates x-axis bucket sizes when you zoom into specific data points. This helps ensure that you can explore your data without losing accuracy. W&B caches previously computed aggregations to help reduce loading times, which is useful when you navigate through large datasets.
 
 ### Turn on full fidelity

models/app/keyboard-shortcuts.mdx

@@ -4,12 +4,12 @@ title: Keyboard shortcuts
 keywords: ["hotkeys", "LEET", "quick search", "undo redo", "panel navigation"]
 ---
 
-W&B supports keyboard shortcuts to help you navigate and interact with experiments, workspaces, and data more efficiently. This guide covers keyboard shortcuts for the W&B App and the W&B LEET (Lightweight Experiment Exploration Tool) terminal UI.
+W&B supports keyboard shortcuts to help you navigate and interact with experiments, workspaces, and data more efficiently. This guide covers keyboard shortcuts for W&B and the W&B LEET (Lightweight Experiment Exploration Tool) terminal UI.
 
 <Tabs>
 <Tab title="App">
 
-The following tables list keyboard shortcuts available in the W&B App, grouped by where they apply.
+The following tables list keyboard shortcuts available in W&B, grouped by where they apply.
 
 ## Workspace management
 
@@ -26,7 +26,7 @@ The following tables list keyboard shortcuts available in the W&B App, grouped b
 | **Cmd+J** (macOS) / **Ctrl+J** (Windows/Linux) | Switch between the Workspaces and Runs tabs in the project sidebar. |
 | **Cmd+.** (macOS) / **Ctrl+.** (Windows/Linux) | Minimize or restore the Runs selector sidebar to reclaim screen space. |
 | **Cmd+K** (macOS) / **Ctrl+K** (Windows/Linux) | Open the quick search dialog to search across projects, runs, and other resources. |
-| **Esc** | Throughout the W&B App, exit full-screen panel views, close settings drawers, dismiss the quick search dialog, close an editor, or dismiss other overlays. |
+| **Esc** | Throughout W&B, exit full-screen panel views, close settings drawers, dismiss the quick search dialog, close an editor, or dismiss other overlays. |
 
 ## Panel navigation
 
@@ -57,10 +57,10 @@ The following tables list keyboard shortcuts available in the W&B App, grouped b
 
 ## Notes
 
-Keep the following points in mind when using keyboard shortcuts in the W&B App:
+Keep the following points in mind when using keyboard shortcuts in W&B:
 
 - Most keyboard shortcuts use **Cmd** on macOS and **Ctrl** on Windows/Linux.
-- The W&B App implements custom handling for some browser default shortcuts.
+- W&B implements custom handling for some browser default shortcuts.
 - Some shortcuts are context-sensitive and only work in specific areas of the app.
 
 </Tab>

models/artifacts/construct-an-artifact.mdx

@@ -24,7 +24,7 @@ Initialize the [`wandb.Artifact()`](/models/ref/python/experiments/artifact) cla
 
 
 <Note>
-W&B uses the "name" and "type" you provide to create a directed acyclic graph in the W&B App. See the [Explore and traverse artifact graphs](./explore-and-traverse-an-artifact-graph) for more information.
+W&B uses the "name" and "type" you provide to create a directed acyclic graph in W&B. See the [Explore and traverse artifact graphs](./explore-and-traverse-an-artifact-graph) for more information.
 </Note>
 
 

models/artifacts/delete-artifacts.mdx

@@ -4,7 +4,7 @@ description: Delete artifacts interactively with the App UI or programmatically
 title: Delete an artifact
 ---
 
-Delete artifacts interactively with the W&B App or programmatically with the W&B Python SDK. When you delete an artifact, W&B marks that artifact as a *soft-delete*. In other words, the artifact is marked for deletion but files are not immediately deleted from storage. 
+Delete artifacts interactively with W&B or programmatically with the W&B Python SDK. When you delete an artifact, W&B marks that artifact as a *soft-delete*. In other words, the artifact is marked for deletion but files are not immediately deleted from storage. 
 
 The contents of the artifact remain as a soft-delete, or pending deletion state, until a regularly run garbage collection process reviews all artifacts marked for deletion. The garbage collection process deletes associated files from storage if the artifact and its associated files are not used by a previous or subsequent artifact versions.
 
@@ -20,7 +20,7 @@ The following diagram illustrates the complete artifact garbage collection proce
 graph TB
     Start([Artifact Deletion Initiated]) --> DeleteMethod{Deletion Method}
 
-    DeleteMethod -->|UI| UIDelete[Delete via W&B App]
+    DeleteMethod -->|UI| UIDelete[Delete via W&B]
     DeleteMethod -->|SDK| SDKDelete[Delete via W&B Python SDK]
     DeleteMethod -->|TTL| TTLDelete[TTL Policy Expires]
 
@@ -51,7 +51,7 @@ graph TB
 You can schedule when artifacts are deleted from W&B with TTL policies. For more information, see [Manage data retention with Artifact TTL policy](./ttl).
 
 <Note>
-Artifacts deleted by a TTL policy, the W&B Python SDK, or the W&B App are first soft-deleted. Soft-deleted artifacts are then garbage-collected before they are permanently deleted.
+Artifacts deleted by a TTL policy, the W&B Python SDK, or W&B are first soft-deleted. Soft-deleted artifacts are then garbage-collected before they are permanently deleted.
 </Note>
 
 <Note>
@@ -60,10 +60,10 @@ Deleting an entity, project, or artifact collection triggers the artifact deleti
 
 ## Delete an artifact version
 
-Delete an artifact version interactively with the W&B App or programmatically with the W&B Python SDK.
+Delete an artifact version interactively with W&B or programmatically with the W&B Python SDK.
 
 <Tabs>
-<Tab title="W&B App" value="ui">
+<Tab title="W&B" value="ui">
 To delete an artifact version:
 
 1. Navigate to the project that contains the artifact version you want to delete.
@@ -154,7 +154,7 @@ for artifact in run.logged_artifacts():
 ## Delete an artifact collection
 
 <Tabs>
-<Tab title="W&B App" value="ui">
+<Tab title="W&B" value="ui">
 To delete an artifact collection:
 
 1. Navigate to the artifact collection you want to delete.

models/artifacts/explore-and-traverse-an-artifact-graph.mdx

@@ -18,16 +18,16 @@ Tracking artifact lineage provides several key advantages:
 
 To view an artifact's lineage graph:
 
-1. Navigate to your project's workspace in the W&B App.
+1. Navigate to your project's workspace in W&B.
 2. Click on the **Artifacts** tab in the project sidebar.
 3. Select an artifact, then click the **Lineage** tab.
 
 ## Navigate lineage graphs
 
-The lineage graph is a visual representation of the relationships between artifacts and runs in an ML experiment. Use the W&B App UI or the Python SDK to explore and traverse an artifact's lineage graph.
+The lineage graph is a visual representation of the relationships between artifacts and runs in an ML experiment. Use W&B or the Python SDK to explore and traverse an artifact's lineage graph.
 
 <Tabs>
-<Tab title="W&B App UI">
+<Tab title="W&B">
 
 Nodes with green icons represent runs. Nodes with blue icons represent artifacts. Arrows between nodes indicate the input and output of a run or artifact.
 

models/artifacts/track-external-files.mdx

@@ -7,7 +7,7 @@ Use *reference artifacts* to track and use files saved outside of W&B servers. C
 
 Reference artifacts behave similar to non-reference artifacts. The key difference is that the reference artifacts only consists of metadata about the files, such as their sizes and MD5 checksums. The files themselves never leave your system.
 
-You can interact with reference artifact similarly to non-reference artifacts. In the W&B App, you can browse the contents of the reference artifact using the file browser, explore the full dependency graph, and scan through the versioned history of your artifact. However, the UI cannot render rich media such as images, audio, because the data itself is not contained within the artifact.
+You can interact with reference artifact similarly to non-reference artifacts. In W&B, you can browse the contents of the reference artifact using the file browser, explore the full dependency graph, and scan through the versioned history of your artifact. However, the UI cannot render rich media such as images, audio, because the data itself is not contained within the artifact.
 
 <Note>
 If you log an artifact that does not track external files, W&B saves the artifact's files to W&B servers. This is the default behavior when you log artifacts with the W&B Python SDK.
@@ -71,7 +71,7 @@ with wandb.init(project="my-project") as run:
   run.log_artifact(artifact)
 ```
 
-Within the W&B App, you can look through the contents of the reference artifact using the file browser, [explore the full dependency graph](/models/artifacts/explore-and-traverse-an-artifact-graph/), and scan through the versioned history of your artifact. The W&B App does not render rich media such as images, audio, and so forth because the data itself is not contained within the artifact.
+Within W&B, you can look through the contents of the reference artifact using the file browser, [explore the full dependency graph](/models/artifacts/explore-and-traverse-an-artifact-graph/), and scan through the versioned history of your artifact. W&B does not render rich media such as images, audio, and so forth because the data itself is not contained within the artifact.
 
 <Note>
 W&B Artifacts support any Amazon S3 compatible interface, including CoreWeave Storage and MinIO. The scripts described below work as-is with both providers, when you set the `AWS_S3_ENDPOINT_URL` environment variable to point at your CoreWeave Storage or MinIO server.
@@ -154,7 +154,7 @@ W&B uses the default mechanism to look for credentials based on the cloud provid
 For AWS, if the bucket is not located in the configured user's default region, you must set the `AWS_REGION` environment variable to match the bucket region.
 
 <Warning>
-Rich media such as images, audio, video, and point clouds may fail to render in the App UI depending on the CORS configuration of your bucket. Allow listing **app.wandb.ai** in your bucket's CORS settings will allow the W&B App to properly render such rich media.
+Rich media such as images, audio, video, and point clouds may fail to render in the App UI depending on the CORS configuration of your bucket. Allow listing **app.wandb.ai** in your bucket's CORS settings will allow W&B to properly render such rich media.
 
 If rich media such as images, audio, video, and point clouds does not render in the App UI, ensure that `app.wandb.ai` is allowlisted in your bucket's CORS policy.
 </Warning>

models/artifacts/ttl.mdx

@@ -8,14 +8,14 @@ import { ColabLink } from '/snippets/_includes/colab-link.mdx';
 
 Schedule when artifacts are deleted from W&B with a W&B Artifact time-to-live (TTL) policy. When you delete an artifact, W&B marks that artifact as a *soft-delete*. In other words, the artifact is marked for deletion but files are not immediately deleted from storage. For more information on how W&B deletes artifacts, see the [Delete artifacts](./delete-artifacts) page.
 
-Watch a [Managing data retention with Artifacts TTL](https://www.youtube.com/watch?v=hQ9J6BoVmnc) video tutorial to learn how to manage data retention with Artifacts TTL in the W&B App.
+Watch a [Managing data retention with Artifacts TTL](https://www.youtube.com/watch?v=hQ9J6BoVmnc) video tutorial to learn how to manage data retention with Artifacts TTL in W&B.
 
 <Note>
 W&B deactivates the option to set a TTL policy for artifacts linked to the Registry. This is to help ensure that linked artifacts do not accidentally expire if used in production workflows.
 </Note>
 <Note>
 * Only team admins can view a [team's settings](/platform/app/settings-page/teams) and access team level TTL settings such as (1) permitting who can set or edit a TTL policy or (2) setting a team default TTL.  
-* If you do not see the option to set or edit a TTL policy in an artifact's details in the W&B App UI or if setting a TTL programmatically does not successfully change an artifact's TTL property, your team admin has not given you permissions to do so.
+* If you do not see the option to set or edit a TTL policy in an artifact's details in W&B or if setting a TTL programmatically does not successfully change an artifact's TTL property, your team admin has not given you permissions to do so.
 </Note>
 
 ## Auto-generated Artifacts
@@ -93,7 +93,7 @@ with wandb.init(project="<my-project-name>", entity="<my-entity>") as run:
 The preceding code snippet sets the TTL policy for the artifact to 30 days. In other words, W&B deletes the artifact after 30 days.
 
 ### Set or edit a TTL policy after you create an artifact
-Use the W&B App UI or the W&B Python SDK to define a TTL policy for an artifact that already exists.
+Use W&B or the W&B Python SDK to define a TTL policy for an artifact that already exists.
 
 <Note>
 When you modify an artifact's TTL, the time the artifact takes to expire is still calculated using the artifact's `createdAt` timestamp.
@@ -118,8 +118,8 @@ artifact.save()
 
 The preceding code example sets the TTL policy to two years.
 </Tab>
-<Tab title="W&B App">
-1. Navigate to your W&B project in the W&B App UI.
+<Tab title="W&B">
+1. Navigate to your W&B project in W&B.
 2. Select the artifact icon in the project sidebar.
 3. From the list of artifacts, expand the artifact type you 
 4. Select on the artifact version you want to edit the TTL policy for.
@@ -174,7 +174,7 @@ artifact.save()
 ```
 
 ## Deactivate a TTL policy
-Use the W&B Python SDK or W&B App UI to deactivate a TTL policy for a specific artifact version.
+Use the W&B Python SDK or W&B to deactivate a TTL policy for a specific artifact version.
 {/* <Note>
 Artifacts with TTL turned off will not inherit an artifact collection's TTL. Refer to (## Inherit TTL Policy) on how to delete artifact TTL and inherit from the collection level TTL.
 </Note> */}
@@ -193,8 +193,8 @@ artifact.ttl = None
 artifact.save()
 ```
 </Tab>
-<Tab title="W&B App">
-1. Navigate to your W&B project in the W&B App UI.
+<Tab title="W&B">
+1. Navigate to your W&B project in W&B.
 2. Select the artifact icon in the project sidebar.
 3. From the list of artifacts, expand the artifact type you 
 4. Select on the artifact version you want to edit the TTL policy for.
@@ -214,7 +214,7 @@ artifact.save()
 
 
 ## View TTL policies
-View TTL policies for artifacts with the Python SDK or with the W&B App UI.
+View TTL policies for artifacts with the Python SDK or with W&B.
 
 <Tabs>
 <Tab title="Python SDK">
@@ -225,10 +225,10 @@ artifact = run.use_artifact("<my-entity/my-project/my-artifact:alias>")
 print(artifact.ttl)
 ```
 </Tab>
-<Tab title="W&B App">
-View a TTL policy for an artifact with the W&B App UI.
+<Tab title="W&B">
+View a TTL policy for an artifact with W&B.
 
-1. Navigate to the [W&B App](https://wandb.ai).
+1. Navigate to [W&B](https://wandb.ai).
 2. Navigate to your W&B Project.
 3. Within your project, select the Artifacts tab in the project sidebar.
 4. Click on a collection.

models/automations.mdx

@@ -58,7 +58,7 @@ To [create an automation](/models/automations/create-automations), you:
 [Run metric automations](/models/automations/automation-events/#run-metrics-events) and [run metrics z-score change automations](/models/automations/automation-events/#run-metrics-z-score-change-automations) are currently supported only in [W&B Multi-tenant Cloud](/platform/hosting/#wb-multi-tenant-cloud).
 
 ## Next steps
-- [Automations tutorial](/models/automations/tutorial): Guides you to create a project automation to alert on run failures and a Registry automation to run a webhoook when an alias is added. The tutorial uses the W&B App.
+- [Automations tutorial](/models/automations/tutorial): Guides you to create a project automation to alert on run failures and a Registry automation to run a webhoook when an alias is added. The tutorial uses W&B.
 - [Create an automation](/models/automations/create-automations).
 - [Automation events and scopes](/models/automations/automation-events).
 - [Create a secret](/platform/secrets).