Docs: typo fixes and add AeroTools logo

[lewisblake]

Change Summary

Title

Related issue number

NA

Checklist

• Start with a draft-PR
• The PR title is a good summary of the changes
• PR is set to AeroTools and a tentative milestone
• Documentation reflects the changes where applicable
• Tests for the changes exist where applicable
• Tests pass locally
• Tests pass on CI
• At least 1 reviewer is selected
• Make PR ready to review

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 79.32%. Comparing base (ba36368) to head (369bc74).
Report is 442 commits behind head on main-dev.

Additional details and impacted files

@@            Coverage Diff            @@
##           main-dev    #1255   +/-   ##
=========================================
  Coverage     79.32%   79.32%           
=========================================
  Files           133      133           
  Lines         20316    20316           
=========================================
  Hits          16115    16115           
  Misses         4201     4201           

Flag	Coverage Δ
unittests	79.32% <ø> (ø)

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