AI tools, cybersecurity and development news aggregated from top sources — saved permanently with unique URLs.
Backtesting detection rules — including the ones for AI attacks
Originally published on my blog. How a lottery-prediction backtester became a harness for measurin…
Manual PostgreSQL Backup in Docker (Production-Safe Guide)
One of the biggest mistakes developers make is assuming Docker automatically protects their data. I…
Adopting Terraform Ephemeral Resources
In version 1.11, HashiCorp introduced Terraform Ephemeral resources and write-only attributes to all…
Why P2P Apps Made Me Rethink Modern Software
Over the past few months, I've found myself becoming increasingly interested in peer-to-peer (P2P) a…
TLS Interception: How Corporate Proxies Read Your Encrypted Traffic
The padlock in your browser tells you the connection is encrypted. It does not tell you who is on th…
Most "verifiable" AI-agent receipts fail the one adversary that matters
AI agents have started vouching for each other. One agent approves another's action; a service issue…
I built a VAPT-lite security scanner for small businesses that can't afford enterprise pentests
Most small businesses can't afford a full-scale penetration test, but that doesn't mean they're not …
The cache that served one user's account to another
Most of my bugs cost time or money. This one nearly cost me something I couldn't get back: a user se…
Password Reuse Statistics: The Hidden Digital Epidemic
Your work email gets compromised. Within hours, attackers access your banking app, social media, and…
The Lethal Trifecta: How AI Agents Leak Your Data (and How to Stop It)
The lethal trifecta is the combination of three capabilities that, when held by a single AI agent, t…
Verify before execute: HOLA recipes for agent verifiers
If your agent receives work from another agent — via OpenClaw sessions_send, A2A, email, or webhooks…
Why Every Growing Business Needs Network Monitoring & Security
Cyberattacks are no longer limited to large enterprises. Small and medium-sized businesses are now f…