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rokoss21

Building FACET — a deterministic AI language & ecosystem for next-gen agents, world engines and autonomous systems. Engineer, founder, systems thinker, creator of SINGULAR Engine. 🚀

Joined on Dec 6, 2024 ecsiar@gmail.com https://rokoss21.tech

Education

Systems architecture & AI engineering (self-directed path)

Pronouns

he/him

Work

Founder, AI Systems Architect & Tooling Engineer

Rust, FACET, TypeScript, Node, Python, AST design, DSLs, event-sourcing, deterministic engines, LLM orchestration, JSON Canonicalization (RFC8785), systems architecture, real-time pipelines.

Deep deterministic AI pipelines, agentic architectures, Rust systems programming, canonical JSON flows, multimodal LLM orchestration, and scalable world simulation models.

FACET v2.0 — Deterministic AI Architecture Compiler (NADL); FWE (World Engine) in Rust; SINGULAR — emergent RPG engine; AstroVisor API platform

Open-source collaboration, discussions on AI determinism, FACET integrations, Rust-based engines, agent frameworks, world simulation research, and experimental multimodal systems.

17 posts published

49 comments written

5 tags followed

Cover image for History and Rationale of FACET

rokoss21

Dec 17 '25

History and Rationale of FACET

#ai #architecture #llm

3 min read

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Cover image for FACET Glossary

rokoss21

Dec 16 '25

FACET Glossary

#webdev #programming #ai #architecture

3 min read

Cover image for FACET vs Existing Approaches

rokoss21

Dec 16 '25

FACET vs Existing Approaches

#webdev #programming #ai #architecture

5 min read

Cover image for Compliance Levels

rokoss21

Dec 16 '25

Compliance Levels

#webdev #programming #ai #architecture

3 min read

Cover image for Adapter Requirements

rokoss21

Dec 16 '25

Adapter Requirements

#webdev #programming #ai #architecture

3 min read

Cover image for Tool-Calling Failure Modes

rokoss21

Dec 16 '25

Tool-Calling Failure Modes

#webdev #ai #programming #architecture

3 min read

Cover image for Token Box Model

rokoss21

Dec 16 '25

Token Box Model

#webdev #ai #programming #opensource

2 min read

Cover image for Adapter Philosophy

rokoss21

Dec 16 '25

Adapter Philosophy

#architecture #design #systemdesign

2 min read

Cover image for Reproducibility

rokoss21

Dec 16 '25

Reproducibility

#ai #devops #architecture #performance

2 min read

Cover image for Canonical JSON Model

rokoss21

Dec 16 '25

Canonical JSON Model

#webdev #ai #devops #architecture

4 min read

Cover image for The Contract Layer

rokoss21

Dec 16 '25

The Contract Layer

#webdev #programming #ai #architecture

3 min read

Cover image for Why AI Contracts Failed (Before FACET)

rokoss21

Dec 16 '25

Why AI Contracts Failed (Before FACET)

#programming #ai #webdev #opensource

2 min read

Cover image for FACET Manifesto

rokoss21

Dec 16 '25

FACET Manifesto

#webdev #programming #ai #architecture

2 min read

Cover image for Engineering Is the Art of Saying “No” Early

rokoss21

Dec 15 '25

Engineering Is the Art of Saying “No” Early

#discuss #architecture #softwareengineering

1 min read

Cover image for Determinism Is Not the Opposite of Intelligence

rokoss21

Dec 15 '25

Determinism Is Not the Opposite of Intelligence

#discuss #webdev #programming #ai

2 min read

Cover image for IOSM: an Algorithmic Engineering Methodology you can automate

rokoss21

Dec 15 '25

IOSM: an Algorithmic Engineering Methodology you can automate

#software #architecture #productivity #devops

4 min read

Cover image for LLMs Need a Contract Layer — Introducing FACET v2.0

rokoss21

Dec 13 '25

LLMs Need a Contract Layer — Introducing FACET v2.0

#ai #webdev #programming #architecture

7 min read

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