Co-Founder & CTO, Simbian
I write first-principles explainers for security leaders navigating the shift to autonomous operations - no corporate speak, no fluff.
Why traditional SOCs are breaking down, and what autonomous security actually looks like.
First-principles thinking on how AI agents are reshaping security engineering from the ground up.
Lessons from building a security startup - technical decisions, leadership, and the messy middle.
Every system in history was designed to last. AI agent architecture is the first that should be designed to disappear. The best code you write today is code that becomes unnecessary tomorrow.
The industry uses 'context' as a synonym for 'more data.' It's not. Here's a first-principles framework for what context actually means - from events to chains to storylines - and why most SOCs are stuck at Layer 1.
The greatest vulnerability in the modern SOC is not a lack of data - it is a lack of memory. How tribal knowledge, context lakes, and a new role called the Context Analyst change everything.