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Mak Sò

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.

Education

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Work

AI Engineer

Redis AI Challenge Completion
Top 7
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4 Week Community Wellness Streak
2 Week Community Wellness Streak
Python
1 Week Community Wellness Streak
Writing Debut
🧠OrKA-Reasoning: How Workflow Execution Really Works

🧠OrKA-Reasoning: How Workflow Execution Really Works

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4 min read

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💻MCP: Protocol as Product, Hype as Standard

💻MCP: Protocol as Product, Hype as Standard

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4 min read
🧠OrKa onboarding: example suite, guided tour, and trace replay

🧠OrKa onboarding: example suite, guided tour, and trace replay

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10 min read
🧠Building neuro-symbolic AI Alone... Help is welcome

🧠Building neuro-symbolic AI Alone... Help is welcome

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3 min read
🧠 I Didn't Know Where It Was Going. I Just Kept Going.

🧠 I Didn't Know Where It Was Going. I Just Kept Going.

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3 min read
💻The Flat World of AI Apps

💻The Flat World of AI Apps

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3 min read
🧠 Local, Trustable and Explainable AI. Not a dream!

🧠 Local, Trustable and Explainable AI. Not a dream!

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1 min read
Orka-Reasoning

Redis AI Challenge: Real-Time AI Innovators

Orka-Reasoning

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2 min read
🧠 Why LangGraph Loops Stall Thought and OrKa Doesn't

🧠 Why LangGraph Loops Stall Thought and OrKa Doesn't

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🔥 The Agent Registry Is a Trojan Horse

🔥 The Agent Registry Is a Trojan Horse

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🧠 orka-reasoning TUI show TTL and memory storage. 01:15

🧠 orka-reasoning TUI show TTL and memory storage.

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🧠OrKa-ui show what is the benefit of having TTL at memory level in orka-reasoning 02:10

🧠OrKa-ui show what is the benefit of having TTL at memory level in orka-reasoning

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🔥 De‑constructing Cognition and Why LLMs Can’t Replicate It

🔥 De‑constructing Cognition and Why LLMs Can’t Replicate It

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🔥 Compression vs. Cognition: Why Simulated Thought Is Not Real Thinking

🔥 Compression vs. Cognition: Why Simulated Thought Is Not Real Thinking

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🧠 How DeepSeek-R1 Transformed AI Reasoning Economics

🧠 How DeepSeek-R1 Transformed AI Reasoning Economics

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🧠 LoopNode: How OrKa Orchestrates Iterated Thought Until Agreement Emerges

🧠 LoopNode: How OrKa Orchestrates Iterated Thought Until Agreement Emerges

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3 min read
🧠 OrKa Cognitive Iteration Benchmark. Full Technical Report

🧠 OrKa Cognitive Iteration Benchmark. Full Technical Report

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9 min read
🧠 Beyond Structured Chaos

🧠 Beyond Structured Chaos

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7 min read
🧠 Emergent Thought Through Looped Conflict

🧠 Emergent Thought Through Looped Conflict

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🧠 Real-Time Cognition: Building an Observable TUI for AI Memory in OrKa

🧠 Real-Time Cognition: Building an Observable TUI for AI Memory in OrKa

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🧠 My First Rosetta Stone: When OrKa Proved AI Can Think Structurally

🧠 My First Rosetta Stone: When OrKa Proved AI Can Think Structurally

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🧠 I Couldn't Take It Anymore. So I Built OrKa.

🧠 I Couldn't Take It Anymore. So I Built OrKa.

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🔥 AI Agents vs. Agentic AI

🔥 AI Agents vs. Agentic AI

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🧠 OrKa Diaries: The Origin of a Reasoning Engine (Episode 1)

🧠 OrKa Diaries: The Origin of a Reasoning Engine (Episode 1)

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🔥 Intuitive Skill Emergence

🔥 Intuitive Skill Emergence

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5 min read
🧠 OrKa run locally 01:12

🧠 OrKa run locally

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🧠 Orka: A Manifesto for transparent Intelligence

🧠 Orka: A Manifesto for transparent Intelligence

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2 min read
🔥Why I’m Done Chaining Prompts and Started Orchestrating Cognition

🔥Why I’m Done Chaining Prompts and Started Orchestrating Cognition

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2 min read
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