// Blog & news
Field notes from the night watch.
Real detections, hard-won lessons, and how we think about building an autonomous agent that stays safe.
How AutoOps AI Detected a Real-Time SSH Brute-Force Attack
A walk through an actual detection: 12 failed logins, a success that shouldn't have happened, and the recommendation that let a human shut it down in seconds.
2 min read5 Reasons You Should Never Run a Server Without Observability
The failures that hurt most are the quiet ones — the disk that fills at 3 a.m., the host that reboots in a loop, the breach nobody noticed. Here's why blind infrastructure is a liability.
2 min readIntroducing Silent Observer Mode: See What We See, Trust Before You Act
Most vendors ask you to install privileged software and trust it. We built the opposite: seven days of pure observation, a report of everything we'd have caught, and proof we touched nothing.
2 min readForty Alerts, One Incident: Inside the Anti-Noise Engine
A single failing host can throw dozens of correlated alerts. Here's how AutoOps figures out they're one story — and why that's the difference between response and burnout.
2 min readWhy Our Agent Runs Without Root — and How
Privileged software on your most important machines is a risk. Here's the design thinking behind a no-root agent that still catches breaches, reboots, and disk cliffs.
2 min read