korbit-ai[bot] commented on code in PR #33693:
URL: https://github.com/apache/superset/pull/33693#discussion_r2127440696


##########
superset/daos/dataset.py:
##########
@@ -198,7 +198,7 @@ def update(
                 force_update = True
 
             if force_update:
-                attributes["changed_on"] = datetime.now(tz=timezone.utc)
+                attributes["changed_on"] = datetime.now()

Review Comment:
   ### Naive Datetime Usage <sub>![category 
Design](https://img.shields.io/badge/Design-0d9488)</sub>
   
   <details>
     <summary>Tell me more</summary>
   
   ###### What is the issue?
   The code creates naive datetime objects (without timezone information) for 
changed_on timestamp
   
   
   ###### Why this matters
   Using naive datetimes can lead to timezone-related bugs and inconsistencies 
when handling timestamps across different systems or timezones
   
   ###### Suggested change ∙ *Feature Preview*
   Use timezone-aware datetime by either restoring `timezone.utc` import and 
using `datetime.now(tz=timezone.utc)` or using a consistent timezone strategy 
throughout the application
   
   
   ###### Provide feedback to improve future suggestions
   [![Nice 
Catch](https://img.shields.io/badge/👍%20Nice%20Catch-71BC78)](https://app.korbit.ai/feedback/aa91ff46-6083-4491-9416-b83dd1994b51/f8ce299d-5f2a-49a6-a10a-da5ec72f9395/upvote)
 
[![Incorrect](https://img.shields.io/badge/👎%20Incorrect-white)](https://app.korbit.ai/feedback/aa91ff46-6083-4491-9416-b83dd1994b51/f8ce299d-5f2a-49a6-a10a-da5ec72f9395?what_not_true=true)
  [![Not in 
Scope](https://img.shields.io/badge/👎%20Out%20of%20PR%20scope-white)](https://app.korbit.ai/feedback/aa91ff46-6083-4491-9416-b83dd1994b51/f8ce299d-5f2a-49a6-a10a-da5ec72f9395?what_out_of_scope=true)
 [![Not in coding 
standard](https://img.shields.io/badge/👎%20Not%20in%20our%20standards-white)](https://app.korbit.ai/feedback/aa91ff46-6083-4491-9416-b83dd1994b51/f8ce299d-5f2a-49a6-a10a-da5ec72f9395?what_not_in_standard=true)
 
[![Other](https://img.shields.io/badge/👎%20Other-white)](https://app.korbit.ai/feedback/aa91ff46-6083-4491-9416-b83dd1994b51/f8ce299d-5f2a-49a6-a10a-da5ec72f9395)
   </details>
   
   <sub>
   
   💬 Looking for more details? Reply to this comment to chat with Korbit.
   </sub>
   
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   [](acfd240e-c386-4971-9e99-1eb1313bef93)



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