now

Currently, my attention is on three things:

• KubX. Building the autonomous control plane — closed-loop agents that operate cloud-native infrastructure under verifiable safety guarantees.
• Research on LLM architectural reasoning. Studying how (and whether) language models produce internally consistent system designs, and what kind of supervision actually moves the needle.
• Exploring PhD paths. Reading widely, talking to advisors, writing preprints to clarify which questions are mine to chase for the next several years.

Last updated: April 2026.