I'm currently thinking about infrastructure and security paradigms emerging in the agentic era.
Reading & Exploring: The intersection of genetic and evolutionary algorithms with fleets of AI agents — and how these models can be applied to "traditional" research and engineering problems. A space worth watching.
Building: This site, slowly and deliberately. First essay live. Agentic systems (Soba is my agentic execution layer, there are more ideas), session and terminal security POCs.
Thinking about:
Memory Systems: What will become the winning database paradigm for the agentic era? Exciting space with many directions.
The New Attack Surface: Agents operating with terminal access fundamentally redefine the security perimeter. Whether local or ephemeral, the session is the new browser — and it's largely unsecured.
The Next Operator: What does high-leverage knowledge work look like when cognitive load is the constraint, not time?
Somewhere between San Francisco and Tel Aviv. sometime NYC sometimes Paris.