For a long time I built B2B lead-generation tools the way everyone does: scrape a directory, fight the anti-bot, re-scrape when the layout changes, pray the data is current. Then I found out the Romanian government publishes the entire company registry as open data — 4.2 millio...
An infrastructure audit runs across your account and comes back with two findings on S3. You fix both, close the ticket, and move on.
What the report did not tell you is that the role running it lacks s3:GetEncryptionConfiguration. Fourteen buckets returned AccessDenied on that call. The tool caught the rejection, wrote encrypted: false, and moved ...
I was managing infrastructure across multiple regions a handful of virtual machines, one per region, each running the same service. The Terraform setup had grown the way these things usually do: when I needed a VM in a new region, I copied the folder for an existing region, renamed a few things, and adjusted the values that were different (location, network rang...
AI regulation isn't abstract policy anymore. If you're building systems that touch hiring, credit, healthcare, or law enforcement, there are now legal requirements attached to your model's behavior — and the penalties are real. Here's what actually matters for practitioners, without the fluff.
Adopted in 2024, the EU AI Ac...
Ask an assistant about recent developments and you get one of two things: whatever was in its training data, or the top few web search results. What you cannot ask is the thing you actually want — "what came out in Rust tooling in the last two weeks" — scoped to a field, across the sources that cover it.
Those sources exist. They are RSS feeds. They are just not reachable from ...
Building a website is easy. Building a complete website with AI chat, multi-language support, real-time analytics, and SEO optimization in 5 days? That's a different challenge.
Here's exactly how I did it.