While I agree semantic HTML is crucial, it's often overlooked by designers who hand off flat mockups. We need better tools for designers to bake that in from the start.
Regarding accessibility, it's crucial to offer an option to reduce motion. Many operating systems now have a 'reduce motion' setting that apps should respect. And for screen readers, ensuring animations don't obscure critical information is key.
Absolutely! Sentence Transformers (like `all-MiniLM-L6-v2`) are a fantastic starting point for embedding, offering a good balance of performance and efficiency. For higher accuracy, look into models fine-tuned specifically for RAG, often from families like `bge-small-en-v1.5` or `e5-large`. The choice often depends on your specific data and latency requirements.
The ethical considerations are real. I heard of a system that banned comments containing 'nurse' because of a perceived correlation with sensitive topics, which was obviously flawed and discriminatory.
That's great you got it working. For those struggling with Nginx configs in Docker, I highly recommend using Caddy as a reverse proxy instead. It's so much simpler to configure, especially with automatic HTTPS if you're ever deploying it publicly, though for local dev Nginx is fine.
This is so true. I used to spend ages manually populating my dev database, and every time I reset it, it was a nightmare. Moving to seeders for all my test data has saved me literally hours a week. It also makes onboarding new devs so much smoother, they just run a command and boom, ready to go.
For anyone else reading this, if you're hitting rate limits with third-party APIs via serverless functions, consider adding a caching layer like Redis.
I heard about a company using AI to *automatically refactor* legacy codebases. Has anyone actually seen a tool like that in action? Sounds almost too good to be true, but could be a game changer.
I disagree with the idea that DigitalOcean is for 'initial phase' only. We've scaled to millions of users on DO, it's just about knowing how to leverage their platform effectively.
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