03 · Method

Method — architecture signature

What ties the work together isn’t a technology: it’s a way of working. I don’t just build solutions; I build the systems that make building solutions faster.

The 3-level leverage chain

  1. I build the platform

    The Core framework: the stable Medallion engine with its extension contract. The base everything else rests on.

  2. I build the CLI that operates it

    tf-admin: a single interface to administer the whole infrastructure, with guardrails on destructive actions.

  3. I build the agents that drive it

    AI agents that operate the CLI safely. A team of 3 delivered an entire airline’s BI because it built the tools that multiply it.

Reusable cross-sector assets

Core: from AWS to on-prem

The same Medallion pattern from the cloud framework was ported to on-prem (Windmill + DuckLake). One agnostic pattern, two paradigms.

cortex-ai: from product to this portfolio

The AI engine that decides inside a real product is the same one answering in this page’s chat. One brain, two uses.