Product engineer and technical advisor based in Poland. I dissolve the boundary between business outcomes and technical reality—specializing in AI-native systems and the organizational design required to run them.

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Notes

01 · DECONSTRUCTION

A Tool That Works Isn't the Same as a Tool That Fits

OpenClaw's browser tools have functional ergonomics — they work. But cognitive ergonomics? That's the gap. The interface between stateless tool and memory context is where the fit matters.

02 · SYSTEM ARCHITECTURE

The $500k Admin Panel is Dead. Long Live the Stochastic Compiler.

What took 18 months and a $500k GUI in 2014 now takes a focused weekend and a system prompt. Here's how to ship a domain-specific language that non-engineers can use—without building an admin panel.

Focus Areas

  • AI Integration Strategy
  • Engineering Culture Design
  • Technical Leadership Support
© 2025 Zbigniew Siwiec