AI Feels Smarter Because the System Is
A better experience must mean a smarter model. A more helpful response must mean the model is learning. This assumption is natural, but it is also incomplete.
The Rare “2026 Cyber Prediction Blog” thats good
Daniel Miessler wrote one that genuinely stood out, "Cybersecurity Changes I Expect in 2026: My thoughts on what's coming for Cybersecurity in 2026". I read it first thing in the morning, which says a lot because I am usually at my most skeptical then.
Ingext Community Edition
Ingext Community Edition is now available as a self-hosted, Kubernetes-based deployment, distributed using Helm charts. This release makes Ingext platform independent and accessible across multiple cloud environments without changing how the system is deployed or operated.
Data Fabrics are no longer Optional
The way we move data is broken. Every SIEM on the market is choking on its own telemetry, and vendors are finally admitting it.
Ingext Architecture
Ingext is a data fabric designed to treat all telemetry—regardless of origin, format, or transport—within a single architectural flow.
Who Really Benefits from AI Research? (Hint: Not Small Businesses)
The small businesses that employ nearly half of America’s workforce are barely represented in business research.
Fix Your SIEM Mess
Implementing a streaming data fabric gives organizations a new foundation of control. SIEMs become sticky not because of the technology itself, but because the organization loses control over its data.
Lack of an Agentic Framework is a Security Issue
Because there is no Agentic AI framework, there is no way to enforce security.
Being Rude Produces Better AI Results
If both rudeness and politeness can make the AI more accurate, what is actually changing inside the conversation?
Why We Need a Data Fabric
In recent years, data fabrics such as Ingext, Cribl, and CrowdStrike’s Onum have become increasingly popular, not only because they simplify data transformation, but because they reduce cost.
How to Check Office365 Accounts for MFA
You can detect configuration changes in real time through audit events, rather than relying on annual or periodic reviews to find MFA issues.
Run Your SOC like an MSSP
MTTD and MTTR measure speed. They do not measure the effectiveness of the overall operation.