I help companies take agents from demo to production.


The model was never the hard part. Agents break the moment they touch the real world, on auth, identity, access, and the thousand things that work in a sandbox and fall over in production. Closing that gap is the whole job, and it's the one I've spent my career on.
Browser agents in production. A fleet automating utility workflows for a property operator with 100,000+ units, with self-healing logins and CAPTCHA resolution at scale.
Access & trust. Getting agents past bot defenses through legitimate channels, not evasion.
Payments & commerce. Tokenized cards and standards that let agents transact safely.
The technology changes every few years. The hard part underneath stays the same.