AI tools, cybersecurity and development news aggregated from top sources — saved permanently with unique URLs.
The Guardrail's Failure Mode Is Always "Allow"
TL;DR — Most production guardrails are implemented as a second LLM or classifier call wrapped in a t…
10 Open-Source Projects for Securing AI Agent Skills
In July, Hugging Face disclosed an intrusion driven end to end by an autonomous AI agent, starting w…
Building a Privacy Shield for Flutter Apps: Screenshots, App Switcher Protection, Biometrics, and Root Detection
When we talk about mobile app security, we often focus on authentication, APIs, encryption, and back…
Your Vendor Review Process Never Saw The Real Supplier
More than one in eight mobile apps used by US military personnel ship code from companies based in C…
Shamir Secret Sharing Password Manager: Split Keys, Double Security
Your master password is a single point of failure. One compromised password, one forgotten phrase, o…
AI Defense Model Deployment: Implementing Machine-Speed Response Systems for Agentic Attack Evolution
The cybersecurity landscape has fundamentally shifted with the emergence of agentic AI attacks—auton…
Magic Link Audits Without Full URLs
Passwordless login looks simple from the UI, but the audit trail behind it can get risky fast. I hav…
What I Learned Building a Public MTProto Proxy Directory
Why this problem is harder than a list of IP addresses An MTProto proxy directory looks simple fro…
The ASN Pivot Playbook: Routes, Upstreams, Downstreams
An ASN pivot is the cheapest move in an IP investigation and the easiest one to over-read. One call …
Security+ SY0-701 names three SSO protocols, and Kerberos is not one of them
I went through the official SY0-701 objectives document looking for the authentication protocols, ex…
Locking Down Your Cloud: A Beginner's Guide to AWS KMS
A couple of months ago I worked on a side project, a local food delivery service. We were moving fas…
Row Level Security, explained how i would've wanted it starting out :) .
Most people meet row level security the same way. You enable it because a tutorial told you to, depl…