Nobody's sure it's possible. I ship it anyway.

Fintech infrastructure across more markets than I can count. AI tooling and the advocacy to get it adopted. Been doing this long enough to know the interesting work starts where nobody even realizes there's a problem yet.

See what I ship ↓

What I Ship

I like the kind of work that cross-cuts seven repos owned by four different teams and has no clear owner. The stuff that sits in the backlog because nobody knows where to start. That's the fun part.

Vendors interview and scoring? Let's go! Kick off late November, shipping before X-mas, no overtime? Let's go! Compounding with AI on top of it? Isn't it the actual purpose!?
Tax compliance changes at scale. Lost count of how many countries at this point. The kind of work that's invisible when it works and catastrophic when it doesn't.
Eternal hunt for fiscalization logic gaps — real monsters live on this trail.

AI Practice

Skills and MCPs to carry the tooling. Plugins to package and distribute it. Advocacy and knowledge sharing to get it adopted. That's the playbook.

At work

Countless skills and plugins, experimenting with MCPs and CLIs. Knowledge sharing wherever it sticks. Every MCP we enable for the team is making us all a tiny bit more room for the exciting things. Kept showing up with working demos until observability and communication MCPs went org-wide — love that case.

On my own time

Pushing forward with what's possible after vibe coding — the real question is whether we can truly delegate and still get clean, non-bloated output
Non-disruptive permissions led to unrestricted token consumption — turned out to be the key to the processing rate
Autoresearch on Apple Neural Engine — Apple silicon is fire, 109 experiments, autonomous gradient descent, had to see what it can do (42K views on Reddit)
Hardened OpenClaw instance inside a VM inside an Intel NUC in a walk-in closet inside my apartment. This guy is actually trying to squeeze the last token from my sessions and get me either to new discoveries or blocked APIs.

Currently