Bielik Guard — A Small Experiment in Polish Content Moderation
I tried Bielik Guard, a tiny open-source Polish moderation model, wired it into Laravel as a custom Rule, and came away impressed by how lightweight the whole setup can be.
Writing Log
I tried Bielik Guard, a tiny open-source Polish moderation model, wired it into Laravel as a custom Rule, and came away impressed by how lightweight the whole setup can be.
"lord rings" returns results but "lord of the rings" returns nothing? When stop words analyze to zero tokens inside a bool.must query, one setting fixes it.
Docker bypasses UFW entirely — standard firewall rules do nothing for containerized services. Here's how to use ufw-docker to fix that and whitelist only Cloudflare IP ranges.
Why Tauri caught my attention as a way to build native macOS apps with familiar web tooling—and what I learned about when plugins are enough and when you actually need Rust.
Why Astro caught my attention, what I like so far, and the small Cloudflare deployment gotcha I hit along the way.