Platform and backend engineer focused on identity, telemetry, and security automation. Samuel works across Python, Go, and cloud-native tooling — exploring how AI can sharpen detection and improve data quality.
In one week, Accenture, Ernst & Young, and Deutsche Bank all turned up in breach claims — and the most valuable thing stolen wasn't files. It was keys. When the firms that certify everyone else's security get hit, the lesson is about what you store, not who you trust.
A June 2 executive order quietly reset the rules: AI-enabled federal cyber defense, new CISA directives within 30 days, and a required Cyber Trust Mark for connected devices. Even if you're not a federal contractor, this is about to shape what you buy and how you defend.
Double extortion, leverageware, and identity-based ransomware entry paths — why modern ransomware is about control and pressure, not just encrypting files.
SIEM blind spots, log gaps, and AI breach reconstruction — why incomplete telemetry lets attackers hide for 200+ days and how to fix detection failures.
