shahrryyar — software × ai engineer

Shahryar Sabir
Muhammed weaves systems.

software · ai agents · the infrastructure they stand on

Full-stack engineer and AI specialist in Sulaimaniyah, Kurdistan — leading R&D at RegaLabs on one-shot Kurdish voice cloning, and shipping the guardrails the AI era is missing: an on-device agent with a permission spine, a runtime type-boundary for LangGraph agents, an architecture linter for machine-written code, and a PaaS that idles in under 40 MB of RAM. Precise where it counts. Quiet everywhere else.

Shahryar Sabir Muhammed
the weaver · est. kali linux, 2021

draft № 01 — speak to the loom

The Loom Console

A secure shell woven into this page. Type help — or ask for the registry.

shahryyar@loom — rega.sh

loom console v2.0 — the warp is live.

type help for commands, registry for the open-source drafts.


>

draft № 02 — the registry

Thirteen public repositories.
Four instruments at the center.

Each row is a pattern draft: what it is, what it costs, what it refuses to do. Precise where it has shipped. Sealed where it has not.

draft № 01

RegaOS

typescript · mit · npm i -g regaos

A local AI agent that hears your wake-word, sees your screen, and acts on your computer — with every side-effecting action gated behind a PermissionGateway. Whisper STT on-device, LiteLLM routing to any model, commander/specialist agents, Docker-sandboxed shell, kill switch on a hotkey.

paranoid · balanced · yoloappend-only audit logwin · mac · linux

draft № 02

langgraph-zod

typescript · isc · npm package

The runtime type system and structural API boundary layer for LangGraphJS agents. Derives input/output Zod schemas from state channels, validates SSE streams on the fly, strips internal scratchpads before they leak, and wraps any framework — LangGraph, Vercel AI SDK, or plain async functions.

<1 ms per-chunk validation36 KB bundlezod v3 & v4 · OTel hooks

draft № 03

arch-guard

typescript · isc · npm package

The architecture and quality guardrail for AI-generated code. A static linter for pre-commit hooks and GitHub Actions: layered boundary enforcement ("UI cannot import DB models"), duplicate-utility detection when an agent reinvents a helper, and a cyclic module graph checker.

<1 s full auditfast AST parsingblocks AI PR debt

draft № 04

Reguant

go · mit · self-hosted paas

An ultra-lightweight, GitOps-first PaaS in Go, SQLite, and Nginx. Zero-downtime deploys in Docker or bare systemd mode, Certbot auto-HTTPS, WebSocket build logs, S3/R2-replicated state, rollback to any commit SHA — and a single-line VPS installer.

<40 MB idle RAM~25–35 MB real footprintcurl | bash install

draft № 05

██████

sealed on the loom

One more piece is on the loom. It has a voice, and the voice speaks Kurdish. It is not ready, and a weaver does not sell an unfinished carpet. Watch github.com/shahrryyar — it unspools there first.

the workbench — upstreams i read, patch & extend

The guardrails in this registry exist because I live inside these codebases — LangGraph's graph runtime, Zod's schema AST, the Vercel AI SDK's streaming protocol. Forks are not trophies; they are reading chairs.

draft № 05 — the warp, thread by thread

Four threads, one carpet

AI Engineering & Open-Source Guardrails

2026 — present

RegaLabs.dev

Leading AI R&D on one-shot Kurdish voice cloning over low-resource datasets — and shipping the registry above: RegaOS, langgraph-zod, arch-guard, and Reguant, the guardrails and runways for the AI-codegen era.

Software Engineering & DevOps Mastery

2023 — 2025

RegaLabs.dev & userega.app

Maxed out software engineering proficiency, building and deploying multi-service platforms like Hambana (the multi-vendor digital marketplace). Orchestrating databases (PostgreSQL/Prisma), backends (NestJS, Spring Boot), and production hosting infrastructures (Docker, systemd, Nginx, Ubuntu).

Computer Science Pivot

2023

University of Sulaimani

Left the cybersecurity landscape to focus full-time on software engineering. Enrolled in a BSc in Computer Science to deep dive into algorithmic fundamentals, architectural design, and modern software paradigms.

The Cybersecurity Roots

2021 — 2023

Security Exploration

Began the coding journey with Python on Kali Linux. Two years deep-diving into systems scripting, penetration testing concepts, network administration, and Linux kernel fundamentals.

education

BSc in Computer Science

University of Sulaimani

Sulaimaniyah, Iraq

tongues

Kurdish Native
English Fluent
Arabic Advanced

draft № 06 — the dye lots

Every thread, named

A weaver knows the exact contents of every dye lot. These are mine — grouped the way they are used, not alphabetized into mush.

— languages —

Python TypeScript JavaScript Go Java Rust Bash Kotlin Swift

— frameworks —

React Next.js Astro React Native Flutter Expo Node.js NestJS Spring Boot

— ai & agents —

PyTorch TensorFlow Hugging Face LangGraph.js Zod LiteLLM Whisper Voice Cloning ChromaDB OpenTelemetry

— data —

PostgreSQL MySQL SQLite Redis MinIO

— infra & craft —

Docker Kubernetes Nginx systemd Certbot Ubuntu Server GitHub Actions GitLab CI WebSockets GraphQL WebRTC Nmap Wireshark