Notes on AI, security operations, immersive training and building products.
The password can be strong and the device fully updated, and the stream can still reach people you forgot about. A look at shared access, old sessions and cloud accounts, and how to take back control of who sees what.
When an attack targets physical equipment instead of data, the stakes change. What OT security is, why it matters, and how it differs from traditional IT security.
A cyberattack is not just about how attackers get in. It is about what happens next. The first 30 minutes can shape the entire incident response, from containing the threat and preserving evidence to making critical decisions under pressure. Is your organization truly prepared, or does it just have the right security tools?
Steal data or change the temperature in a wheat silo? A thought experiment from the attacker's chair, and what it reveals about what we should protect first.
Securing AI systems is bigger than protecting a server or an API. You need to understand how a model reasons, how it can be fooled or exploited, and where to start.
Companies are giving AI agents access they would never give a new hire in their first week. What securing an agent really means, and why security has to start at the first line of the design.
Beneath the systems is a simple conviction: technology should be trusted, private by default, and built for this region.
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