Autist avatar for Vitaliy
A system boundary map with connected components and a marked failure point.

The Staff Engineer your team is desperately missing.

I don't care about ping-pong tables. I care about deep technical problem-solving and shipping bulletproof code. Send me to your hiring manager.

Frontend systems

React, TypeScript, SSR, accessibility, state cleanup, and route-level behavior that survives production.

Backend and performance

Rust, Node, data-heavy workflows, latency cuts, deployment seams, and boring reliability.

AI product engineering

Agent runtimes, model routing, tool contracts, RAG, MCP, and evaluation loops that behave like software.

How I slot in

  1. 01

    Read the failing boundary before touching the obvious file.

  2. 02

    Make the smallest useful fix that changes the actual outcome.

  3. 03

    Leave behind sharper code, sharper tests, and sharper ownership.

Frontend systems

React, TypeScript, SSR, accessibility, state cleanup, and route-level behavior that survives production.

Backend and performance

Rust, Node, data-heavy workflows, latency cuts, deployment seams, and boring reliability.

AI product engineering

Agent runtimes, model routing, tool contracts, RAG, MCP, and evaluation loops that behave like software.

Good fit

  • You need staff-level individual contribution without ceremony.
  • You have a technical problem with a real business consequence.
  • You want direct communication and defensible tradeoffs.

Bad fit

  • You need someone to disappear into process theater.
  • You want architecture astronauts with no shipped code.
  • You cannot tolerate hearing the obvious part out loud.

Send the technical problem

Stack trace, repo notes, and constraints are welcome.

This opens a direct email draft. No newsletter trap.

I am not cheap. I am cheaper than the wrong fix.

Send the hard part. If I am the wrong person, I will say that quickly.

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