I started building a React web frontend to display the scraped products. The site will be hosted on S3 and pull product data from the JSON files generated by the export command. It’s a basic Create React App setup for now that I’ll flesh out with proper product display components.

I also added a combined ScrapeAndTweet command that orchestrates the full workflow - scraping products from a retailer and then tweeting a random one. This simplifies the automation since it’s now a single command instead of running multiple steps.

The export command now uploads the generated JSON files directly to S3 alongside the images. I extracted the S3 upload logic into its own reusable S3UploadCommand to keep things DRY.

For local development, I added a docker-compose configuration with LocalStack to simulate S3 locally, making it much easier to test the S3 integration without hitting AWS.