> **tl;dr** \- Fine-tuned Qwen3 1.7B – called HyprLLM – which outperforms llama 3.2 3B in summarization for user experience because “vanilla” models suck at summarization. **Context** \- I am building an [open-source](https://github.com/fastrepl/hyprnote) privacy-first AI notetaker for people in compliance-sensitive environments. It uses on-device AI models to process everything locally. Used to use llama 3.2 3B q8 which sucks…

I work at a company that invested a lot of time and $ in upgrading their website at the beginning of the year, and the site looks and seems to function much, much better. We are in the mid-market and enterprise B2B SaaS and hardware space. The agency we worked with to redesign and republish…

While we are just at the brink of these exciting times, the progress inspires both hope and undying curiosity. The study of antimatter isn’t just about solving today’s questions; it’s about paving the way for tomorrow’s technologies and understanding. Who knows what mysteries of our universe will be unlocked once we fully grasp the enigma…

This is my first project and i am new to this so I’m looking for some guidance on structured data/schema implementation for a service-based website, and I’ve got a few specific questions that are causing me some head-scratching. * LocalBusiness vs. Organization Schema – Do I need both? Our website represents a service-based company that…

just got access to ai agent on plus. what is some practical stuff you guys are doing with this? don’t have any good ideas at the moment 😅

Could you please tell me what Italy is really like in November? It would be very helpful if you could share some photos of Italy or the Dolomites during that month as well.

Product listing optimizations can make or break conversions. What’s one specific change you made—like tweaking titles, images, or keywords—that had a real impact on your sales or visibility?

I’m experimenting with a multi-stage voice pipeline something that takes raw audio input and processes it through multiple NLP layers (like emotion, tone, and intent). The idea is to understand not just *what* is being said, but deeper nuances behind it. I’m being intentionally vague for now, but would love to hear from folks who’ve…