AI governance gets awkward fast when government records are involved, because the model is rarely the problem. The problem is the sloppy boundary around it, the sort I have seen quietly turn a harmless prompt into a route through records nobody meant to expose.
Structured metadata only works when it matches how people actually retrieve content. I have seen neat schemas fail as soon as the library meets real...
Federation looks tidy until you let it touch the edges, and then the odd cases arrive fast. I prefer self-hosted social feeds that stay explicit about...
FireAvert’s setup does the part that matters without asking Home Assistant to babysit it, which is exactly how I want stove protection to behave. The...
AWS Cognito PreSignUp_ExternalProvider is where the awkward bit starts, because the claim becomes a user record before most of the usual checks wake up. I’ve seen enough homelab messes to know that a...
CFITSIO Extended Filename Syntax is the bit that makes a harmless-looking path dangerous. Once I let untrusted input reach `fits_open_file`, I am no longer passing a filename, I am handing control to...
Stay updated with the latest in tech! This digest covers AI ethics, auto industry shifts, and the impact of politics on technology, exploring today's pressing issues.
I already had Obsidian LiveSync working inside the local network using the CouchDB IP address and port. That was fine while I was at home or in the office, but it was not enough once I wanted my notes...
Cisco Catalyst SD-WAN authentication bypass is the sort of flaw that turns a controller into an entry point, then a staging area. Once someone has admin-level access without a login, I stop assuming...
large-scale patch releases do not just create risk, they expose how much of your estate is already running on borrowed time. I prefer monitoring that catches odd process chains, strange logins and...
BadIIS is the sort of mess that hides in plain sight, because the site still loads while visitors are quietly sent elsewhere. I look for odd IIS log patterns, stray build artefacts, and service...
OpenVPN vulnerabilities are tedious until they are not; this one lives in the handshake path, so a crafted packet can knock the process over before you have even noticed the client has connected. I...
A third-party development software compromise does not need to reach production to hurt. If a tool can read GitHub files, it can still expose source code, secrets, and enough context to make the next...
Inspektor Gadget is only useful if I can trust the trace, and a full kernel ring-buffer makes that harder than it ought to be. Once events start dropping, the neat output is lying by omission, which...
