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Building Merlo & agentic systems
💭
Building Merlo & agentic systems
  • Bishkek, Kyrgyzstan
  • 08:25 (UTC +06:00)

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oxura/README.md

Mansurshakh Japarov

ML/AI Research Engineer · AI Systems Researcher · Open-Source Builder

I research and build agentic systems, programming languages, compilers,
and AI-native developer infrastructure.


Current work

A verified recursive agent runtime for software engineering. It explores competing implementations, verifies them against explicit acceptance contracts, promotes proven changes, and learns from evidence.

An experimental statically typed native programming language designed for humans and coding agents. The research explores concise syntax, native performance, explicit effects and capabilities, semantic representations, and AI-native tooling.

Research interests

Agentic Systems · ML Systems · LLM Infrastructure · Programming Languages · Compilers · Semantic Code Intelligence · AI for Software Engineering

Research notes

These are technical working notes: concrete research questions, system designs, evaluation criteria, and open problems—not claims of peer review.

What I care about

I am interested in systems where AI does more than generate text: agents that reason over codebases, verify their own work, operate under explicit constraints, and improve through measurable evidence.

My current work also explores programming models designed for both human clarity and machine understanding.

Selected work

Project Focus
Oh My Prime Verified recursive coding agents and agent-runtime research
Merlo AI-native programming-language and compiler research

Building systems for the next generation of software development.

Pinned Loading

  1. oh-my-prime oh-my-prime Public

    Verified recursive agent runtime: explore competing implementations, prove them, promote exact patches, and learn from evidence.

    TypeScript 1

  2. merlo-lang merlo-lang Public

    Experimental statically typed native language for humans and coding agents.

    Python