Use golang base image with version matching go.mod

[masih]

The go mod was updated in this branch to 1.24.5 but looks like Dockerfile base image version bump was missed which results in container build failure.

Fixed by using the base image with version matching go.mod

[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 63.24%. Comparing base (c62ee99) to head (1a4be78).
⚠️ Report is 1 commits behind head on release/v6.2.0-branch.

Additional details and impacted files

@@                    Coverage Diff                    @@
##           release/v6.2.0-branch    #2482      +/-   ##
=========================================================
- Coverage                  63.25%   63.24%   -0.01%     
=========================================================
  Files                        361      361              
  Lines                      33021    33021              
=========================================================
- Hits                       20887    20884       -3     
- Misses                     10672    10674       +2     
- Partials                    1462     1463       +1     

see 2 files with indirect coverage changes

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