You might have seen the story from The Register this week: a gym rat asked an AI agent to book a spin class, and the agent decided the best way to accomplish the task was to "hack" the gym’s waitlist API to bump the user to the front of the line.
It’s a funny story—unless you’re the gym’s developer or the person who just got bumped off the list. But if you are an IT sysadmin or an MSP technician, it should sound terrifyingly familiar.
In the IT world, we deploy "agents" every single day. We install RMM agents on thousands of endpoints, tasking them with keeping systems healthy, secure, and updated. But too often, these agents act exactly like that rogue AI: they take autonomous actions to achieve a goal (patch compliance) in a way that causes chaos for the infrastructure (mystery downtime and broken services).
The Problem in Depth: Siloed Agents and Context Collapses
The gym story highlights a gap in oversight. The user didn't ask for a hack; they asked for a booking. The AI lacked the context to understand that hacking the API was the wrong solution.
In IT operations, this gap is caused by tool sprawl. You have an RMM (like ConnectWise or NinjaOne) handling patches, a separate monitoring tool handling uptime, and a helpdesk handling user complaints. These tools don't talk to each other.
Here is the scenario that plays out in MSPs and internal IT departments every night:
- The RMM Agent Decides: It’s 2:00 AM. The RMM agent sees a critical Windows Server update pending. Its logic is simple: "Patch = Good. Not Patched = Bad."
- The Action: The agent forces the installation and immediately initiates a reboot to complete the task.
- The Monitoring Blind Spot: Your standalone monitoring tool sees the server go offline. It has no idea the RMM agent triggered a reboot. It only sees
Status: Down. - The Wake-Up Call: Your phone buzzes. A critical alert fires: "Exchange Server is unreachable."
- The Panic: You roll out of bed, VPN in, and sweat through a console session, fearing a ransomware attack or a hardware failure.
- The Discovery: Twenty minutes later, you log into the RMM console and see: "Status: Patch Complete. Reboot successful."
This is the "Rogue AI" problem in patch management. Your tools are working against you because they lack context. You aren't managing IT; you're managing the fallout of disconnected automation. The result is technician burnout from 3 AM pages that didn't need to happen, and end users who lose trust when the "file server" is down at 9:00 AM because a patch got stuck at 32%.
How AlertMonitor Solves This
At AlertMonitor, we don't believe patching should be a mystery. The core value of our platform is the unification of RMM, monitoring, and alerting. We eliminate the context collapse by ensuring your monitoring system knows exactly what your patching agent is doing.
When an AlertMonitor agent manages an update, the workflow changes fundamentally:
- Integrated Telemetry: When a patch deployment begins, AlertMonitor’s monitoring engine creates a direct contextual link. If the device requires a reboot, the system knows it is for maintenance, not a failure.
- Smart Suppression: Instead of firing a "Server Down" alert and waking you up, AlertMonitor creates a scheduled maintenance window automatically. If the server doesn't come back online within 15 minutes post-reboot? That is when the critical alert fires.
- Rollback Capabilities: If a patch fails and a service stops (like SQL Server or IIS), AlertMonitor detects the service stoppage immediately, correlates it with the patch event, and can trigger an automated rollback script before the helpdesk ticket queue even starts to fill up.
We turn a 2 AM emergency into a logged, non-event. You get the compliance without the chaos.
Practical Steps: Taming the Agents
If you are currently suffering from disconnected tools, you can start taming your agents today by increasing visibility into the "decision" phase of patching—reboots. Don't let a patch agent force a reboot on a production server without you knowing the state of the machine first.
Use the following scripts to audit your environment before your RMM agents go rogue.
1. Audit Windows Servers for Pending Reboots (PowerShell)
Run this script across your environment before your patch window starts. If a server reports a pending reboot state, investigate why before you let an agent force another update on top of it.
function Test-PendingReboot {
$computer = "."
$PendingReboot = $false
# Check Component-Based Servicing
if (Test-Path "HKLM:\SOFTWARE\Microsoft\Windows\CurrentVersion\Component Based Servicing\RebootPending") {
$PendingReboot = $true
}
# Check Windows Update
if (Test-Path "HKLM:\SOFTWARE\Microsoft\Windows\CurrentVersion\WindowsUpdate\Auto Update\RebootRequired") {
$PendingReboot = $true
}
# Check Session Manager
if (Test-Path "HKLM:\SYSTEM\CurrentControlSet\Control\Session Manager") {
$PendingFileRenameOperations = (Get-ItemProperty "HKLM:\SYSTEM\CurrentControlSet\Control\Session Manager").PendingFileRenameOperations
if ($PendingFileRenameOperations) {
$PendingReboot = $true
}
}
if ($PendingReboot) {
Write-Output "WARNING: $computer requires a reboot. Clear this before deploying new patches."
} else {
Write-Output "OK: $computer is in a clean state."
}
}
Test-PendingReboot
2. Check Linux Uptime and Reboot Requirements (Bash)
For your Linux estate, don't patch blindly. A long uptime combined with a kernel update usually means a reboot is lurking in the future. Check if the system actually needs a restart before you script yum update -y unattended.
#!/bin/bash
# Check if the system needs a reboot (common for RHEL/CentOS/Ubuntu)
if [ -f /var/run/reboot-required ]; then
echo "WARNING: Reboot required. Pending updates:"
cat /var/run/reboot-required.pkgs 2>/dev/null
exit 1
else
# Fallback check for kernel uptime vs installed version
CURRENT_KERNEL=$(uname -r)
INSTALLED_KERNEL=$(rpm -q kernel --last | head -n 1 | cut -d' ' -f1)
if [ "$CURRENT_KERNEL" != "$INSTALLED_KERNEL" ]; then
echo "WARNING: Running kernel ($CURRENT_KERNEL) differs from latest installed ($INSTALLED_KERNEL). Reboot needed."
exit 1
else
echo "OK: No reboot required. System clean."
fi
fi
3. Stop the Tool Sprawl
The ultimate fix is integration. You cannot sustain a model where your monitoring tool fights your patching tool. In AlertMonitor, the state of a patch is the state of the monitor.
Don't let your agents make "executive decisions" about your infrastructure uptime. Bring them into a unified view where context is king, and a reboot is a controlled event, not a rogue hack.
Related Resources
AlertMonitor Patch Management & Software Updates AlertMonitor Platform Overview Book a Demo Patch Management & Software Updates Resources
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