Writing about building Windows software, local AI models, and the tools on this site.
How Network Transfer works under the hood: AES-256-GCM encryption, the Bluetooth handshake, SHA-256 transfer verification, and why I built it instead of using Windows' built-in tools.
Suit CC started as a 400-line Python system monitor. Here is how it ended up as a 22-module WPF app with gesture control, an encrypted messenger, and a radar panel.
The practical question with local AI models is not whether your machine can run them — most can. It is which model runs fast enough to actually be useful. Here is what works.
If you downloaded a Python-based app and Defender immediately flagged it as malware, here is what is actually happening and why it is almost always a false positive.