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Ruslan Djumaev — Systems Architect

I build digital companies as structured systems — and the factory that builds them.

AI-modular, process-driven, and auditable from the first day. The work spans AI orchestration, business architecture, e-commerce operations, and governance. The first instance is a real operating business; the architecture is built so each next company launches at lower structural cost. The deeper bet: a factory for digital companies, and objects that increasingly run on their own — measured by how rarely the architect has to intervene, and shown openly, in verifiable numbers. If you are building something that must scale through structure, not chaos — let's talk.

Projects

Operating projects

platform

Hubru — factory for digital companies

Platform thesis: launch each next company at lower structural cost than the last. Audited governance bus, multi-LLM advisory layer, architect-only ratification.

law

Hayat — module law

Subordinate constitution layer governing module behavior and the boundary between coordination and authority zones.

design

TITI — token-driven design system

Signed token contract, deterministic generator, charter-audited surfaces. Output of this site is itself a TITI build.

operating

First instance — real operating business

Not a concept. A running e-commerce operation hardened against the same architecture, providing the baseline interventions-per-week number the factory aims to drive down.

Scientific

Two curves and a cost

The deeper thesis is measured, not asserted. Two curves report whether the work is actually moving — and a third measures whether the factory thesis holds economically.

Architect-interventions per week — should approach zero

limtI(t)w=0

Each week the architect must touch an instance is a count. The curve we care about goes down. The number is shown openly.

Constitutional independence — should approach one

C(t)=DratifiedDtotal1

Share of operating decisions that ride on ratified law alone (no on-the-fly architect override). Approaching one means the constitution is doing the work.

Structural cost per next company — should decline

SN+1=α·SN,0<α<1

Token + setup cost to launch instance N+1, normalized by complexity group (Latin, Cyrillic, CJK, RTL). The factory hypothesis lives or dies here.

Architecture

How authority flows

Architect is the sole ratifier. LLMs advise; they do not ratify, sign, or deploy. Each instance runs under ratified module law.

Architect (sole ratifier)Jarvis (executor)GPT · Gemini (advisors)Hayat (module law)Instancesratifiesadvisesratifiesgovernsgoverns

Contact

Build something that scales through structure

If the description above matches what you're trying to make, the fastest path is a direct message to @ohrenet. Plain text, plain numbers, plain answer.

Let's talk · @ohrenet