AI tools, cybersecurity and development news aggregated from top sources — saved permanently with unique URLs.
Complete AI Agent Lockdown: 21 Policy Types for Maximum Security
Complete AI Agent Lockdown: 21 Policy Types for Maximum Security Giving an AI agent a wallet witho…
Hardening SSH Server on Linux: A Practical Security Guide
SSH is one of the most important services in Linux administration. It allows administrators to remo…
The Solana Program Security Checklist I Wish I'd Had on Day One
I spent the last two weeks thinking like an attacker. I wrote tests whose only job was to make my o…
How to Block User Access on a Specific GBase 8a Coordinator Node
In a gbase database cluster, all coordinator nodes (gcluster) are peers and store identical user aut…
GPT-5.6 Sol Rate Limit Relaxation: LLM Abuse & Scale Attack Window
Originally published on satyamrastogi.com OpenAI's temporary relaxation of GPT-5.6 Sol rate limits…
CISA warns of actively exploited RCE flaws in Joomla extensions
The U.S. Cybersecurity and Infrastructure Security Agency (CISA) is warning that attackers are explo…
A leaked agent key is two debts — and I caught my own scanner lying about it
First, a correction (this is the whole point) I build a tool whose entire job is catching claims th…
Is Dux-Soup Safe on LinkedIn? I Read Its Extension's Source Code
The LinkedIn automation landscape shifted dramatically with the enforcement of Manifest V3 (MV3). Wh…
⚡ Weekly Recap: ShareFile Threat, Citrix Bleed 2 Ransomware, AI Coding Attacks, and More
Somewhere right now, a security tool is quietly finding bugs faster than any human can fix them. Tha…
The Vibe Coding Hangover, Part 2: Your AI Didn't Just Write Bugs, It Wrote Backdoors
Back in January, I wrote about the vibe coding hangover. The morning-after feeling of shipping fast …
Hardening Docker Containers: The Security Habits That Actually Matter
Most of what people call "container security" is a short list of defaults you can set in an afternoo…
Llamafile vs vLLM: Two Ways to Serve a Local Model, and When Each Makes Sense
I spent last weekend comparing two ways to serve a local model: Llamafile and the more traditional v…