📰 Dev.to · marcosomma

I think I was asking the wrong question. For a while, the question was simple: does memory make...

There is a sentence I keep hearing in AI engineering that sounds innocent, practical, and mature:...

I am building a small experiment inspired by Stripe Minions. Not related to OrKa. This is a different...

I saw a video today that made me laugh, then made me a bit worried. It was one of those jokes that...

A Two-Stage Curator That Pays for Itself I watched Claude Code feed 108,894 bytes of seq 1 20000...

This is a follow-up to I Tried to Turn Agent Memory Into Plumbing Instead of Philosophy. If you...

People usually talk about intelligence as if it starts with language, tools, or raw brainpower. I do...

For a long time, “senior developer” was a fairly consistent signal. You expected someone who could...

Building a useful AI assistant is no longer about a single clever prompt. Once you have tools,...

Evaluating LLM agents is messy. You cannot rely on perfect determinism, you cannot just assert...

Why OrKa 0.9.10 Wraps GenAI Inside Deterministic Systems I will start bluntly. I like generative...

I have been working with AI for a while now. Not as a tourist. Not as a weekend hacker. Deep in it....

When One AI Agent Isn't Enough Imagine you're building a research assistant. You ask your...

Introduction Believing in a theory that runs against the dominant paradigm is never easy....

The myth of "new" ideas AI research has a short memory. Every few months, we get a new buzzword:...

Local Model, Big Results Everyone assumes you need GPT‑4 or Claude 3 to hit...

🚀 In the late 90s I felt like a wizard. I had discovered HTML. I could open Notepad, type a few...

How OrKa’s Maternal-Inspired Workflows Echo Geoffrey Hinton’s Call for "Maternal Instinct" in...

Engineers do not need more hype. We need runnable flows, visible state, and contracts that survive...

Hi DEV, I'm Marco. Four months ago I started building OrKa, a modular, YAML-defined orchestration...

I didn’t build orka-reasoning with a final goal in mind. There was no pitch deck. No spec. No clean...

Two years into the greatest hype wave in tech history, and what do we have to show for...

Look At real inspectable Memory with TTL orka-reasoning pypi Design your...

I didn’t expect it to happen. I built OrKa, a modular framework for orchestrating reasoning...