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GitHub Actions unexpected symbol in a ${{ }} expression

GitHub Actions unexpected symbol in a ${{ }} expression means the expression parser reached a character it has no rule for and stopped.

  • ${{ }} expression causes unexpected symbol error in GitHub Actions
  • YAML file is correct, workflow fails to start due to parse issue
  • Error message provides file name, line/column, problem type, and offending token

Put yourself in a viral clip with one photo — no prompt

I shipped Genjutsu AI — a small web tool for a narrow job: take a video people already share, swap the people for photos you pick, and keep the original take. No prompt. No storyboard.

  • Genjutsu AI swaps faces in videos without prompts
  • Users upload clips, select templates, attach photos
  • Final product is 720p video with original audio

Why is my AWS bill so high when traffic is flat?

An AWS bill that climbs while traffic stays flat usually has one of three causes: data nobody deletes keeps piling up, a discount has ended, or a new charge started on a set date. To see why your AWS bill is so high, compare the month before the climb with the latest one in Cost Explorer.

  • Traffic flat, high bill due to unremoved data
  • Savings plan or reservation expired, causing spike
  • S3 storage costs from versioning and incomplete uploads

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