Building a RACI Matrix? Here’s Why IT Teams Still End Up Chasing Ownership
Most IT teams still lose hours chasing who owns the configuration item behind a RACI row, even when the chart …
Agent Sprawl Is 2026’s Shadow IT, and Most CMDBs Still Can’t See It
When Microsoft turned Agent 365 visibility tooling on inside its own estate, it reported visibility into more than 500,000 agents …
Cut Firefighting While Raising Change Success Rates
The ticket queue fills before the change window closes. A patch that looked low risk took down a shared library. …
IT Workflow Management Is Already Failing Your Next Change Window
On 19 July 2024 at 04:09 UTC, CrowdStrike shipped a Rapid Response Content update meant to improve Windows sensor telemetry. …
How to Correlate Alerts to CI and Business Service
To correlate alerts to the CI and business service that actually matters, bind every alert to an authoritative configuration item …
Why AI Agent Production Safety Fails Without Context and How It Matters for Enterprise IT Leaders
On April 24, 2026, an autonomous coding agent operating inside a staging environment deleted a car rental software company’s live …
Shadow SaaS Grows Faster Than Manual Tracking Can Follow
If you manage IT assets for a living, here is an uncomfortable number: only 36% of enterprises say they have …
Runtime Dependency Context AI Agents Need Before Production
AI agents require five core layers of runtime dependency context before executing production changes: active network communication paths, upstream and …
How to Find Shadow Servers and Unknown Network Devices
Three weeks before a SOX sample, a PCI scope freeze, or a data-center cutover, the inventory still looks complete on …
