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re:publica 26: OpenClaw and the Architecture of Visible AI Agents

re:publica 26: OpenClaw and the Architecture of Visible AI Agents

AI Agents Do Not Need Better Policies. They Need an Action Inventory.

AI Agents Do Not Need Better Policies. They Need an Action Inventory.

Technical diagram of the Cerebras enterprise knowledge base retrieval pipeline

How Cerebras Built Its Internal Knowledge Base

Technical concept diagram showing Microsoft Ontology Playground as a learning pipeline from domain ontologies to RDF XML export and knowledge graph platform selection

Ontology Playground: Learn the Graph Before You Buy the Graph Database

LangChain open-source software engineering agent factory: local coding, cloud agents, review agents, repo memory, open models, and LangSmith traces.

LangChain’s Open-Source Software Factory

OpenShip self-hosted deployment dashboard, repo screenshot from oblien/openship.

OpenShip: Self-Hosted Deployment for the Agentic Engineering Era

In April 2026, Andrej Karpathy published a GitHub Gist describing a pattern he called the LLM Wiki. In the months since, four different teams have shipped the same idea without coordinating:

The State of Agent Wikis

How @gumclaw, Gumroad's AI operations agent, is set up: Hermes, Fable 5, tools, workflows, shipped work, memory, and guardrails.

How Gumclaw Works

re:publica 26: OpenClaw and the Architecture of Visible AI Agents

re:publica 26: OpenClaw and the Architecture of Visible AI Agents

AI Agents Do Not Need Better Policies. They Need an Action Inventory.

AI Agents Do Not Need Better Policies. They Need an Action Inventory.

Technical diagram of the Cerebras enterprise knowledge base retrieval pipeline

How Cerebras Built Its Internal Knowledge Base

Technical concept diagram showing Microsoft Ontology Playground as a learning pipeline from domain ontologies to RDF XML export and knowledge graph platform selection

Ontology Playground: Learn the Graph Before You Buy the Graph Database

LangChain open-source software engineering agent factory: local coding, cloud agents, review agents, repo memory, open models, and LangSmith traces.

LangChain’s Open-Source Software Factory

OpenShip self-hosted deployment dashboard, repo screenshot from oblien/openship.

OpenShip: Self-Hosted Deployment for the Agentic Engineering Era

In April 2026, Andrej Karpathy published a GitHub Gist describing a pattern he called the LLM Wiki. In the months since, four different teams have shipped the same idea without coordinating:

The State of Agent Wikis

How @gumclaw, Gumroad's AI operations agent, is set up: Hermes, Fable 5, tools, workflows, shipped work, memory, and guardrails.

How Gumclaw Works

7. Dezember 2025

GenAI Updates

Live Avatar Project Page

Live Avatar Project Page — a quick, friendly tour You’ve probably seen avatars in games…

7. Dezember 2025

GenAI Updates

Google Skills

Want to learn something new, fast, and without the fuss? If you’ve peeked at online…

Contribute to microsoft/Foundry-Local development by creating an account on GitHub.

7. Dezember 2025

GenAI Updates

GitHub – microsoft/Foundry-Local

Run powerful Azure AI models right on your machine, no cloud needed If you’ve ever…

Self-host n8n on Google Cloud without the subscription fees or server headaches - because your automation workflows shouldn't cost more than your coffee budget - datawranglerai/self-host-n8n-on...

7. Dezember 2025

GenAI Updates

Self-host n8n on Google Cloud without the subscription fees or server headaches

Run n8n on Google Cloud Run without the subscription fees, and keep your workflows and…

Interactive 3D visualization of knowledge graphs generated by Microsoft GraphRAG. Explore entities, relationships, and communities with immersive visual analytics. - ChristopherLyon/graphrag-workbench

7. Dezember 2025

GenAI Updates

ChristopherLyon/graphrag-workbench: Interactive 3D visualization of knowledge graphs generated by Microsoft GraphRAG.

Explore knowledge graphs in 3D with GraphRAG Workbench If you like poking around data until…

Implementation of 17+ agentic architectures designed for practical use across different stages of AI system development. - FareedKhan-dev/all-agentic-architectures

7. Dezember 2025

GenAI Updates

GitHub – FareedKhan-dev/all-agentic-architectures: Implementation of 17+ agentic architectures designed for practical use across different stages of AI system development.

Want a hands-on masterclass in building real AI agents? I found a repository that feels…

Implementation of 17+ agentic architectures designed for practical use across different stages of AI system development. - FareedKhan-dev/all-agentic-architectures

6. Dezember 2025

GenAI Updates

GitHub – FareedKhan-dev/all-agentic-architectures: Implementation of 17+ agentic architectures designed for practical use across different stages of AI system development.

Want a hands-on masterclass in building smart AI agents? If you’re the kind of person…

Local-first development platform. Contribute to tractordev/apptron development by creating an account on GitHub.

6. Dezember 2025

GenAI Updates

GitHub – tractordev/apptron: Local-first development platform

Discovering a local-first development platform that actually feels alive You know that moment when a…

This session provides senior leaders with a practical understanding of autonomous AI agents and their strategic implications for business. It demystifies Agentic AI and focuses on key considerations for leadership, including evolving management and architecture models. The goal is to help organizations derive value from autonomous AI systems amidst rapid AI evolution.

6. Dezember 2025

GenAI Updates

A Leader’s Guide to Agentic AI (SNR201)

A Leader’s Guide to Agentic AI: What Senior Leaders Actually Need to Know If you’re…

Dr. Werner Vogels' keynote at AWS re:Invent 2025 explores the transformation of software development in an AI-driven world. He discusses how developers and architects must adapt their tools and practices for scalable, reliable, and price-performant solutions. The speech highlights how AI innovations are reshaping development and operations within AWS.

5. Dezember 2025

GenAI Updates

AWS re:Invent 2025 Keynote: The AI-Driven Evolution of Software Development

AWS re:Invent 2025 Keynote: The AI-Driven Evolution of Software Development If you care about building…