Robert Gumeny
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Work

A mix of open source projects, side experiments, client work, and research.

Open source

AKG In progress

A portable, zero-setup binary graph format for agent memory. Compact, file-based, and built for embedding directly into agentic workflows and AI products.

  • Go
  • TypeScript
  • Binary formats
doug In progress

A lightweight Go CLI that acts as a deterministic orchestrator for coding agents, supporting the full agentic software development lifecycle with a built-in knowledge base that drives up to a 95% cache read rate.

  • Go
  • CLI
  • Agent orchestration

Side projects & prototypes

robertgumeny.dev Live

This site — a personal portfolio, blog, and home base built with Astro and deployed on Netlify.

  • Astro
  • CSS
  • Netlify

Research

Agents Playing Poker In progress

A research harness where AI agents play heads-up no-limit Texas Hold'em to evaluate memory strategies, proving that AKG-backed agents maintain a strategic edge while cutting inference costs by 90%.

  • Go
  • Research
  • Agent evaluation

Product

Helm

Helm helps professionals own their career story by building a compounding career memory around their authentic experiences and achievements, one that grows richer with every interview, job application, and salary negotiation.

  • TypeScript
  • Next.js
  • AI

Have a project in mind? Let’s talk.

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