DEV Community

Orka Series' Articles

Back to Mak Sò's Series
🧠 Orka: A Manifesto for transparent Intelligence
marcosomma profile

🧠 Orka: A Manifesto for transparent Intelligence

#ai #llm #docker #redis
3
Comments
2 min read
🧠 OrKa run locally 01:12
marcosomma profile

🧠 OrKa run locally

#ai #llm #docker #redis
2
Comments
1 min read
🧠 OrKa Diaries: The Origin of a Reasoning Engine (Episode 1)
Cover image for 🧠 OrKa Diaries: The Origin of a Reasoning Engine (Episode 1)
marcosomma profile

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

2
Comments
4 min read
🧠 I Couldn't Take It Anymore. So I Built OrKa.
Cover image for 🧠 I Couldn't Take It Anymore. So I Built OrKa.
marcosomma profile

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

2
Comments 2
3 min read
🧠 My First Rosetta Stone: When OrKa Proved AI Can Think Structurally
Cover image for 🧠 My First Rosetta Stone: When OrKa Proved AI Can Think Structurally
marcosomma profile

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

#llm #ai #infrastructureascode #programming
1
Comments
3 min read
🧠 Real-Time Cognition: Building an Observable TUI for AI Memory in OrKa
marcosomma profile

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

1
Comments
4 min read
🧠 Emergent Thought Through Looped Conflict
Cover image for 🧠 Emergent Thought Through Looped Conflict
marcosomma profile

🧠 Emergent Thought Through Looped Conflict

#ai #rag #programming #cognition
1
Comments
3 min read
🧠 Beyond Structured Chaos
Cover image for 🧠 Beyond Structured Chaos
marcosomma profile

🧠 Beyond Structured Chaos

#ai #llm #rag #agentaichallenge
1
Comments
7 min read
🧠 OrKa Cognitive Iteration Benchmark. Full Technical Report
Cover image for 🧠 OrKa Cognitive Iteration Benchmark. Full Technical Report
marcosomma profile

🧠 OrKa Cognitive Iteration Benchmark. Full Technical Report

#ai #agentaichallenge #python #opensource
2
Comments
9 min read
🧠 LoopNode: How OrKa Orchestrates Iterated Thought Until Agreement Emerges
Cover image for 🧠 LoopNode: How OrKa Orchestrates Iterated Thought Until Agreement Emerges
marcosomma profile

🧠 LoopNode: How OrKa Orchestrates Iterated Thought Until Agreement Emerges

#ai #agentaichallenge #opensource #python
10
Comments
3 min read
🧠 How AI Agents Learned to Agree Through Structured Debate
Cover image for 🧠 How AI Agents Learned to Agree Through Structured Debate
marcosomma profile

🧠 How AI Agents Learned to Agree Through Structured Debate

#ai #python #opensource #machinelearning
34
Comments 13
8 min read
🧠 How DeepSeek-R1 Transformed AI Reasoning Economics
Cover image for 🧠 How DeepSeek-R1 Transformed AI Reasoning Economics
marcosomma profile

🧠 How DeepSeek-R1 Transformed AI Reasoning Economics

#ai #machinelearning #explainableai #cognitiveai
8
Comments
10 min read
🧠OrKa-ui show what is the benefit of having TTL at memory level in orka-reasoning 02:10
marcosomma profile

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

4
Comments 3
1 min read
🧠 orka-reasoning TUI show TTL and memory storage. 01:15
marcosomma profile

🧠 orka-reasoning TUI show TTL and memory storage.

#cli #performance #systemdesign
3
Comments
1 min read
🧠 Why LangGraph Loops Stall Thought and OrKa Doesn't
Cover image for 🧠 Why LangGraph Loops Stall Thought and OrKa Doesn't
marcosomma profile

🧠 Why LangGraph Loops Stall Thought and OrKa Doesn't

#ai #agentaichallenge #python #opensource
7
Comments 2
1 min read
🧠 When a System Notices Itself
Cover image for 🧠 When a System Notices Itself
marcosomma profile

🧠 When a System Notices Itself

#ai #machinelearning #opensource #agentaichallenge
15
Comments 8
3 min read
🧠 Local, Trustable and Explainable AI. Not a dream!
Cover image for 🧠 Local, Trustable and Explainable AI. Not a dream!
marcosomma profile

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

#ai #machinelearning #python #opensource
8
Comments
1 min read