Security Insights & Updates
Threat research, product updates, and best practices from the Prometheus AI team.
The Security Industry Does Not Have a Compute Problem. It Has a Software Efficiency Problem.
Everyone is racing to build more data centers. I think the real problem is that most security software is too inefficient to deserve the infrastructure underneath it.
Prometheus V2 Is Live. Security Just Changed.
Prometheus V2 is live. This is the story of why I stopped building a better memory and started building something that thinks. A founder's account of autonomous defense, what it actually means, and why this moment matters.
Inside Prometheus v4: A 5-Model Deep Learning Ensemble for Threat Detection
A deep dive into the neural network architecture behind Prometheus v4 — from residual networks to LSTM behavioral analysis.
How Prometheus Learns and Adapts to New Attack Patterns
Attackers evolve. Your defenses should too. Learn how Prometheus uses its Adaptive Defense Engine to automatically generate new detection rules.
Why Real-Time Detection Matters in Modern Cybersecurity
Traditional SIEM solutions detect threats in minutes or hours. Prometheus processes them in real time.
America's Pre-Built Surveillance Infrastructure: A National Security Analysis of ALPR Networks
The US has deployed a nationwide vehicle tracking network with security architecture unsuited for nation-state adversaries. Here's the technical breakdown of why this is a national security risk.
OpenClaw Security Guide: What You Need to Know Before Running an AI Agent
The viral AI assistant OpenClaw (formerly Clawdbot/Moltbot) has 100K+ GitHub stars but serious security concerns. Here's what the vulnerabilities are and how to protect yourself.
I Analyzed 5.5 Million Attacks From My Honeypots — Here s What I Found
622,923 attack attempts from one IP address. Here is what 5.5 million real attacks taught me about how the internet actually works.
Why Your Server Is Under Attack Right Now (And You Might Not Know It)
Every server connected to the internet faces constant automated attacks. Here's how SSH brute force and port scanning work, why small businesses are prime targets, and what you can do about it.
3 Days, 11,000 Attacks: What We Learned
We put two test servers online with Prometheus running. In 72 hours, we logged over 11,000 malicious events from 224 unique attackers.
Building an Agentic Security Platform That Actually Scales
Why real security maturity comes from unified agents with local intelligence and server-side ML - not fragmented tools that don't talk to each other.
5 Signs Your Server is Under Attack Right Now
I spun up a fresh VPS yesterday. Within 10 minutes, the attacks started. Here's what I found.
Why MSPs Need AI-Powered Security in 2026
The security landscape is evolving fast. Here's why AI-powered threat detection is becoming essential for MSPs.
Welcome to Prometheus AI
Introducing Prometheus AI - the next generation of threat intelligence for MSPs and security teams.