Release notes for 2.14.19 (#11804)

Co-authored-by: Andrew Brookins <[email protected]>
Co-authored-by: urimandujano <[email protected]>

RELEASE-NOTES.md

@@ -1,5 +1,78 @@
 # Prefect Release Notes
 
+## Release 2.14.19
+
+## Dynamic descriptions for paused and suspended flow runs
+You can now include dynamic, markdown-formatted descriptions when pausing or suspending a flow run for human input. This description will be shown in the Prefect UI alongside the form when a user is resuming the flow run, enabling developers to give context and instructions to users when they need to provide input.
+
+```python
+from datetime import datetime
+from prefect import flow, pause_flow_run, get_run_logger
+from prefect.input import RunInput
+
+class UserInput(RunInput):
+    name: str
+    age: int
+
+@flow
+async def greet_user():
+    logger = get_run_logger()
+    current_date = datetime.now().strftime("%B %d, %Y")
+
+    description_md = f"""
+**Welcome to the User Greeting Flow!**
+Today's Date: {current_date}
+
+Please enter your details below:
+- **Name**: What should we call you?
+- **Age**: Just a number, nothing more.
+"""
+
+    user_input = await pause_flow_run(
+        wait_for_input=UserInput.with_initial_data(
+            description=description_md, name="anonymous"
+        )
+    )
+
+    if user_input.name == "anonymous":
+        logger.info("Hello, stranger!")
+    else:
+        logger.info(f"Hello, {user_input.name}!")
+```
+
+See the following PR for implementation details:
+- https://github.com/PrefectHQ/prefect/pull/11776
+- https://github.com/PrefectHQ/prefect/pull/11799
+
+### Enhancements
+- Enhanced `RunInput` saving to include descriptions, improving clarity and documentation for flow inputs — https://github.com/PrefectHQ/prefect/pull/11776
+- Improved type hinting for automatic run inputs, enhancing the developer experience and code readability — https://github.com/PrefectHQ/prefect/pull/11796
+- Extended Azure filesystem support with the addition of `azure_storage_container` for more flexible storage options — https://github.com/PrefectHQ/prefect/pull/11784
+- Added deployment details to work pool information, offering a more comprehensive view of work pool usage — https://github.com/PrefectHQ/prefect/pull/11766
+
+### Fixes
+- Updated terminal based deployment operations to make links within panels interactive, enhancing user navigation and experience — https://github.com/PrefectHQ/prefect/pull/11774
+
+### Documentation
+- Revised Key-Value (KV) integration documentation for improved clarity and updated authorship details — https://github.com/PrefectHQ/prefect/pull/11770
+- Further refinements to interactive flows documentation, addressing feedback and clarifying usage — https://github.com/PrefectHQ/prefect/pull/11772
+- Standardized terminal output in documentation for consistency and readability — https://github.com/PrefectHQ/prefect/pull/11775
+- Corrected a broken link to agents in the work pool concepts documentation, improving resource accessibility — https://github.com/PrefectHQ/prefect/pull/11782
+- Updated examples for accuracy and to reflect current best practices — https://github.com/PrefectHQ/prefect/pull/11786
+- Added guidance on providing descriptions when pausing flow runs, enhancing operational documentation — https://github.com/PrefectHQ/prefect/pull/11799
+
+### Experimental
+- Implemented `TaskRunFilterFlowRunId` for both client and server, enhancing task run filtering capabilities — https://github.com/PrefectHQ/prefect/pull/11748
+- Introduced a subscription API for autonomous task scheduling, paving the way for more dynamic and flexible task execution — https://github.com/PrefectHQ/prefect/pull/11779
+- Conducted testing to ensure server-side scheduling of autonomous tasks, verifying system reliability and performance — https://github.com/PrefectHQ/prefect/pull/11793
+- Implemented a global collections metadata cache clearance between tests, improving test reliability and accuracy — https://github.com/PrefectHQ/prefect/pull/11794
+- Initiated task server testing, laying the groundwork for comprehensive server-side task management — https://github.com/PrefectHQ/prefect/pull/11797
+
+## New Contributors
+* @thomasfrederikhoeck made their first contribution in https://github.com/PrefectHQ/prefect/pull/11784
+
+**All changes**: https://github.com/PrefectHQ/prefect/compare/2.14.18...2.14.19
+
 ## Release 2.14.18
 
 ### Fixes