Marco Somma

Marco Somma

I’m the creator of OrKa
3 points

About

I'm Marco Somma, a cognitive systems architect, technologist, and builder of modular reasoning tools. I’m the creator of OrKa – an open framework for orchestrating explainable AI agents. My work lives at the intersection of ethology, neuroscience, and full-stack engineering. I believe AGI won’t emerge from black-box monoliths, but from transparent, composable systems that reflect how real cognition works. On DEV, I share tools, ideas, and prototypes to help shape a more introspective and open AI future.

Work

Engineering at MURPHY

Badges

Tastemaker
Tastemaker
Gone streaking
Gone streaking
Gone streaking 5
Gone streaking 5

Maker History

Forums

Marco Somma

1mo ago

OrKaCore - orchestrate cognition

OrKa is a no-BS, YAML-first orchestrator that lets you spin up, chain and monitor any open-source LLM on your own GPU (or cheap cloud boxes) in minutes. You get sub-150 ms latency, full data sovereignty and a trace viewer that exposes every token’s cost.

Orka: A Manifesto for transparent Intelligence

The Problem: AI Workflows Are Broken

Let s be honest.

Most AI projects right now are duct-taped chains of:

  • Prompt injections

  • Tool wrappers

  • Hidden state

  • Zero traceability

Marco Somma

9mo ago

OrKa - Orchestrator Kit for Agentic - Orchestrating cognition

Orchestrator Kit for Agentic Reasoning - OrKa is a modular AI orchestration system that transforms Large Language Models (LLMs) into composable agents capable of reasoning, fact-checking, and constructing answers with transparent traceability.
View more