ATLAS / PROFILE

I follow the request path until the story makes sense.

I began in backend engineering and moved toward performance because the most interesting failures cross service boundaries. I now lead performance work, build product systems, and design AI-assisted delivery that keeps a person in control.

How I work

  1. 01

    Measure behavior before prescribing architecture.

  2. 02

    Keep decisions and evidence close to the code.

  3. 03

    Use automation for throughput, never as a substitute for ownership.

  4. 04

    State the boundary: what is live, paused, in development, or still unverified.

Method

AI changes throughput. It does not own the decision.

Claude and Codex operate inside a human-directed engineering system with explicit roles, context, isolation, review, verification, and authorization.

A person assigns the outcome. Claude plans or reviews; Codex executes an approved, bounded task. Neither silently inherits authority.