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Open Weights Are a Vendored Binary, Not a Patchable Dependency
TL;DR — Having the weights file for an open-weight model feels like having source code, but it isn't…
The Backup Question Nobody Wants to Answer
Most companies we work with don't have a data inventory. When we ask "where's your data listed?" (w…
AI agents aren’t ready for IT operations yet and now there’s a benchmark that proves it
There’s a lot of momentum right now behind building and deploying AI agents to automate critical IT …
Why Every Modern IT Infrastructure Needs Dedicated Endpoint Protection Control
In today's digital-first business environment, organizations are more connected than ever. Laptops, …
KaleidoTalk 3.0: End‑to‑End Encryption + Cover Traffic – A Privacy Messenger That Hides Metadata
I built an open‑source chat app that encrypts messages and protects traffic patterns – fixed‑size pa…
Every DKIM checker is guessing — including mine
Almost every DNS record you care about can be looked up. Ask for the SPF record, you get it. Ask for…
How to add fraud checks without losing real customers
Every fraud check has two error rates, and only one of them is visible. You will notice the fraudste…
How to stop free trial abuse
Trial abuse is not usually a thousand people taking one trial each. It is a handful of people taking…
I got tired of giving AI agents real secrets, so I built a credential proxy
Every time I spun up an agent that needed to call GitHub, Stripe, or sign something with a PGP key, …
How to detect VPN and proxy users at signup
VPN detection is genuinely hard, and most implementations quietly fail. The common approach — check …
CVE-2026-14643: CVE-2026-14643: Shared Cache Pollution and Information Disclosure via Whitespace Parsing Discrepancies in Undici
CVE-2026-14643: Shared Cache Pollution and Information Disclosure via Whitespace Parsing Discrepanci…
How to block disposable email addresses at signup
Disposable-address detection is the highest-return check on a signup form, and also the one most oft…