Update Azure Functions documentation for Flex Consumption plan and Durable Functions tutorial

- Changed the publication date for the Flex Consumption plan article to March 18, 2026.
- Improved clarity and consistency in the Flex Consumption plan article, including benefits and features.
- Updated links and references in the functions-scenarios article to point to the new tutorial format.
- Deleted the old quickstart article for durable text analysis and replaced it with a new tutorial format.
- Enhanced the tutorial for durable text analysis with a mounted Azure Files share, detailing the deployment process and resource creation.
- Adjusted terminology for consistency across articles, such as changing "Flex Consumption function app plan" to "Function app in a Flex Consumption function plan."

Author: ggailey777

articles/azure-functions/TOC.yml

@@ -62,7 +62,7 @@
         href: ./durable/scenario-build-serverless-workflow.md?toc=/azure/azure-functions/toc.json&bc=/azure/azure-functions/breadcrumb/toc.json
       - name: Durable text analysis
         displayName: Azure Files, storage mount, Durable Functions, Flex Consumption
-        href: quickstart-durable-text-analysis-azure-files.md
+        href: tutorial-durable-text-analysis-azure-files.md
     - name: Run scheduled tasks
       displayName: timer trigger, schedule
       href: scenario-scheduled-tasks.md

articles/azure-functions/concept-file-access-options.md

@@ -123,7 +123,7 @@ These example scenarios also benefit from using mounted storage shares:
 | **Shared executables** | Keep large binaries out of the deployment package | ffmpeg, ImageMagick, or other 500+ MB tools |
 | **Cross-app data sharing** | Share files between producer and consumer apps without message passing | App A writes results, App B reads them from the same mount |
 
-Select tabs to view details about each scenario: 
+Select each tab to view details about the specific scenario: 
 
 ### [Parallel file analysis](#tab/parallel-anaylsis)
 
@@ -413,7 +413,7 @@ The following table lists common issues with Azure Files storage mounts on funct
 ## Related content
 
 - [Tutorial: Process images by using FFmpeg on a mounted Azure Files share](./tutorial-ffmpeg-processing-azure-files.md)
-- [Quickstart: Durable text analysis with a mounted Azure Files share](./quickstart-durable-text-analysis-azure-files.md)
+- [Tutorial: Durable text analysis with a mounted Azure Files share](./tutorial-durable-text-analysis-azure-files.md)
 - [Mount file shares](./storage-considerations.md#mount-file-shares)
 - [Flex Consumption plan](./flex-consumption-plan.md)
 - [Durable Functions overview](./durable/durable-functions-overview.md)

articles/azure-functions/flex-consumption-plan.md

@@ -396,7 +396,7 @@ Functions often serve as the compute component in a serverless workflow topology
 
 ::: zone pivot="programming-language-python" 
 + [Quickstart: Create your first durable function in Azure using Python](./durable/quickstart-python-vscode.md)
-+ [Quickstart: Durable text analysis with a mounted Azure Files share](quickstart-durable-text-analysis-azure-files.md)
++ [Tutorial: Durable text analysis with a mounted Azure Files share](tutorial-durable-text-analysis-azure-files.md)
 + [Sample: Durable text analysis with Azure Files storage mount](https://github.com/Azure-Samples/Azure-Functions-Flex-Consumption-with-Azure-Files-OS-Mount-Samples)
 + [Training: Deploy serverless APIs with Azure Functions, Logic Apps, and Azure SQL Database](/training/modules/deploy-backend-apis/)
 ::: zone-end