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TheAstrayDev/README.md

Ilya | TheAstrayDev

Independent Developer · Systems Engineering · AI Systems · Robotics

Based in Krasnoyarsk, Russia · Interested in remote opportunities with international teams

I build system-oriented software around AI agents, protocols, developer tools, telemetry, and robotics. I care about clear interfaces, reliable integrations, repeatable validation, and honest measurements of system quality and cost.

Featured projects

An independent Python SDK inspired by public Dream-RSI research.

  • Connects an existing agent and evaluator to a model-agnostic orchestration layer.
  • Records agent exploration, replays past results to compare search policies, and supports validation and policy reuse.
  • Tracks budgets and end-to-end experiment costs.
  • Published as an unofficial alpha. The repository documents both positive and negative results and does not claim universal performance gains.

A local-first Rust CLI and GitHub Action for testing MCP server contracts.

  • Records and replays MCP discovery interfaces.
  • Detects changes to tool definitions and schemas, with optional checks for resources and prompts.
  • Uses readable local fixtures; no hosted service or model calls are required.

Other engineering work

  • ASTRAY CLI — native Rust AI-agent CLI with OAuth 2.0 sign-in, streaming, persistent sessions, MCP over stdio, and local tools.
  • MCTelemetry — Java instrumentation for per-plugin event time and JVM allocations, with a Rust ingestion API and terminal UI for live and session metrics.
  • usb-cdb-hunter — Rust utility for passive USB capture analysis, SCSI command extraction, vendor-specific opcode detection, capture comparison, and reports.
  • Work-Tracker and Analytics TUI — Rust terminal tools using SQLite and APIs for local history, task-feed monitoring, notifications, and site analytics.
  • Java game systems — Paper and Fabric projects with configurable gameplay, client/server networking, role and pairing flows, and synchronized state.

Robotics

As a project team member at Octopus Industrial Robotics Lab, I helped present Robotic System for In-Plant Logistics and Group Assembly at the XVIII MINGEO Siberia International Forum in Krasnoyarsk (May 2026).

The project combined a Dobot Magician E6 robotic arm with an autonomous mobile platform for in-plant logistics. I presented the system and discussed its technical approach with university and industry representatives.

Recognition

  • First Degree Diploma, Technological Leaders 2026, National Research Tomsk State University — contributed to the winning team project by taking ownership of unfinished backend and website work under an overnight deadline.
  • First Degree Diploma, I Will Be at TSU Projects and Research Competition, National Research Tomsk State University (2026).
  • Third place, Best Space Class, Space Tournament (Roscosmos Media, 2024).
  • Participant in the school stage of the All-Russian Olympiad in Astronomy and Physics (2024).

Education

Computer Academy TOP — Software Development Program
Completed a three-year program in Krasnoyarsk (2022–2025), with excellent grades.

Technologies

Languages

Rust Python Java Kotlin JavaScript

Systems and integration

Linux SQLite Git GitHub Actions MCP JSON-RPC OAuth 2.0 REST APIs USB SCSI Axum Ratatui

Robotics

Arduino Dobot Magician E6 Autonomous Mobile Platform

Pinned Loading

  1. dream-rsi-sdk dream-rsi-sdk Public

    Independent, unofficial Dream-RSI-inspired Python SDK. Alpha: model-agnostic adapters, recorded-tree replay and policy search. Not affiliated with Google.

    Python 9

  2. astray-verify astray-verify Public

    Record and replay MCP server contracts in CI.

    Rust 2

  3. pnpm-plus pnpm-plus Public

    Forked from pnpm/pnpm

    Fast, disk space efficient package manager

    Rust 1