The engineering
AI still needs.

Architecture for teams shipping with AI. Infrastructure for funds running discretionary capital.

FOR SOFTWARE TEAMS

You adopted the AI tools. Velocity didn't change.

The bottleneck isn't the model. It's the specs, context, and guardrails the model can't write for itself.

Software practice
FOR INVESTMENT MANAGERS

Every position went on with a thesis. Nothing watches it.

Research tooling for funds — the record diffed against your book, so drift surfaces before the P&L reports it.

Finance practice

Production software, shipped weekly.