So what have I been doing the last 2ish years? Well in Jan 2025 we lost our house and all out stuff in the EatonFire in Los Angeles. So that was a big bummer. Lost all the enterprise code for
and had to recreate it all. Been working on some new projects and finally published a paper been working on for two years (on and off) can find it here: 

Symbiont
Symbiont β Policy-Governed Agent Runtime
Policy-governed agent runtime for production. Execute AI agents and tools under explicit policy, identity, and audit controls. Written in Rust.

VectorSmuggle
VectorSmuggle β Steganographic exfiltration in embedding stores
Small-angle orthogonal rotation defeats every off-the-shelf distribution-based detector we tested. The constructive defense: VectorPin.