Tomer Saguey Tomer Saguey is the face and owner of everything — I manage the technical side.

Hi, I’m Roni.
I build autonomous systems.

Lead systems & AI engineer at RS Systems. I architect autonomous agent platforms, credential-isolated proxies, APIs, and mission-critical Linux infrastructure.

RS Systems Official
Engineering Lead
Selected Work

What I’ve Built

A few autonomous platforms and tools engineered and operated through RS Systems.

Helpotron

Helpotron

Academic Study OS

Autonomous study platform and workflow engine for students. Orchestrates multi-agent MCP tool triage, SQLite WAL persistence, and automated syntheses.

T2B

T2B Qualification Engine

Contractor CRM

Sales engagement and qualification engine for trade contractors. Ingests municipal permit ETL, runs Twilio SMS & Telegram conversations, and books verified jobs.

commit-condom

Pre-Push Security Gate

Air-gapped Git pre-push policy gate for AI agents. Enforces atomic commits, limits change size, and blocks secret leaks behind isolated proxies.

tool-call-compactor

MCP Context Pruning

Inverted search index for 1,100+ Model Context Protocol (MCP) tool schemas. Injects only relevant tools into context to save tokens and avoid drift.

About & Roles

Engineering sovereign autonomy with clear ownership.

Tomer Saguey is the face and owner of everything across RS Systems, directing commercial partnerships, corporate strategy, and operations.

I (Roni Saguey) manage the entire technical side: from systemd service daemons, multi-agent MCP frameworks, and context compression to air-gapped security gates and full-stack software development across 42 repositories.

Proof of Competence

Verified Certifications

Kaggle Python Certificate
Kaggle / Google

Python Certification

ForgeHacks Online 2026
Project: ClarityCheck
Hackathon

ClarityCheck Innovation

October 2026
US English — Level 1
Platform Exam
Freelancer.com

Technical Communication

October 2026
Contact

Let’s Connect

Reach out directly for engineering collaborations, platform integrations, or architecture questions.