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Fix linting errors in examples/ directory #1768

@ambicuity

Description

@ambicuity

Description

The examples/ directory currently contains numerous linting errors (~952) when checked with ruff. These include:

  • Docstring formatting issues (D205, D212, D400, D415)
  • Trailing periods in run commands
  • Typos and grammatical errors
  • Code style inconsistencies

This issue tracks the effort to clean up the examples/ directory and bring it into compliance with the project's linting standards, following the recent directory restructuring.

Tasks

  • Fix formatting issues (D205 blank lines, etc.)
  • Fix punctuation issues (D415)
  • Fix typos and logic errors identified during review
  • Ensure ruff check examples/ passes (or significantly reduces errors)

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