Using GitHub Actions to get notified when an API response (or web page) changes

Given all the uncertainty in the global supply chain these days, I was recently in the dark as to when an eagerly awaited purchase would arrive. Luckily the manufacturer had a hidden API you could call that indicated where in the supply chain the product was as it made its journey around the globe. Better still, as it got closer to delivery, the response also included its estimated delivery date.

Rather than smashing refresh on the endpoint compulsively, I realized I could use GitHub Actions to regularly call the API on my behalf and report back with any changes. These types of easy-on-the-surface projects all too often harbor the risk of overengineering, so I purposely kept things simple, using cURL to fetch the data, jq to parse the response, and GitHub Actions’ native caching library to maintain state between runs. It took only a handful of lines of YAML and no real code, and it worked better than I expected.¹

If you need to track when an API response or web page changes (delivery related or otherwise), you’re welcome to follow my approach. I used Twilio’s SMS action (along with a free trial account) to send a text message when the response changed, but there are a number of existing community Actions available that could be used for notifications, from GitHub Issues to app-based mobile push to Slack.

Setup#

To set up the notify-on-changes GitHub Action to track changes to your own API or web page response, just follow these steps:

1. Save the below snippet as a YAML file in the .github/workflows/ folder (for example, .github/workflows/check.yml) of a public or private GitHub repository.
2. Swap out the <URL YOU WANT TO CHECK HERE> placeholder for the actual API endpoint or web page URL you want to check.²
3. To parse out the JSON response so that you can include a specific field or fields from the response in the notification you send yourself, modify the jq query. Otherwise, you can remove the “Parse data” step entirely.
4. If using Twilio to receive notifications via text message, follow the setup instructions, saving the keys and phone numbers as repository secrets and customizing the message for your use case. Otherwise, swap out the “Notify if data has changed” step to use your own notification mechanism.³
5. Commit and effortlessly receive notifications any time the response changes.

Example workflow#

Here’s the annotated YAML for the workflow I used, in its entirety:

on:
  schedule:
    # Run every hour, on the hour. This can be customized to checking as frequently as every 5 minutes.
    - cron:  '0 * * * *'

name: Check for changes

jobs:
  check:
    runs-on: ubuntu-latest
    steps:

      # Use cURL to fetch the given URL, saving the response to `data.json`
      - name: Fetch data
        run: curl "<URL YOU WANT TO CHECK HERE>" -o data.json

      # Optionally, use `jq` to pull one or more fields from the JSON to include in the SMS message
      - name: Parse data
        id: parse_data
        run: echo "someField=$(jq -r '.someField' data.json)" >> "$GITHUB_OUTPUT"

      # Compare the response to the previous run, using a hash of the response as the cache key
      - name: Fetch Cache
        id: cache
        uses: actions/cache@v4
        with:
          path: data.json
          key: ${{ hashFiles('data.json') }}

      # If there was not a cache hit (meaning the response changed), notify me via text message
      # See https://github.com/twilio-labs/actions-sms for setup instructions
      # You could use a different notification action here, so long as you include the `if` condition below
      - name: Notify if data has changed
        uses: twilio-labs/actions-sms@v1
        if: steps.cache.outputs.cache-hit != 'true'
        env:
          TWILIO_ACCOUNT_SID: ${{ secrets.TWILIO_ACCOUNT_SID }}
          TWILIO_API_KEY: ${{ secrets.TWILIO_API_KEY }}
          TWILIO_API_SECRET: ${{ secrets.TWILIO_API_SECRET }}
        with:
          fromPhoneNumber: ${{ secrets.from_phone }}
          toPhoneNumber: ${{ secrets.to_phone }}
          message: "There's been a change! someField is now ${{ steps.parse_data.outputs.someField }}."

Stop hitting refresh#

My obsessive package tracking is now yours to reuse, whatever you’re waiting on. If you adapt the workflow for something creative, I’d love to hear about it.