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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

MotionStream is a real-time, motion-controlled video generation system that enables streaming generation of arbitrarily long videos for interactive applications.

8. November 2025

GenAI Updates

MotionStream: Real-Time Video Generation with Interactive Motion Controls

MotionStream: Real-Time Video Generation with Interactive Motion Controls Have you ever wanted to steer a…

This video demonstrates how to construct a scalable, real-time pipeline for processing documents. It focuses on transforming unstructured data like PDFs and contracts into searchable, enriched information. The core technologies involved are LlamaParse for intelligent document handling and MongoDB for efficient data management.

8. November 2025

GenAI Updates

From Documents to Insights: LlamaParse and MongoDB for Scalable AI Pipelines

From messy PDFs to searchable knowledge, fast If you’ve ever wrestled with contracts, reports, or…

8. November 2025

GenAI Updates Published

Design Patterns for Securing LLM Agents against Prompt Injections

How to make LLM agents safe from prompt injections, without breaking their usefulness If you…

7. November 2025

GenAI Updates

OpenAI CFO: IPO, Computing Challenges, Growth, and AI Safety | WSJ News

I just watched Sarah Friar, OpenAI’s chief financial officer, talk with WSJ News, and a…

7. November 2025

GenAI Updates Published

Xpeng Iron Humanoid Robot Design Explained

Inside Xpeng’s Iron Humanoid: What’s Actually Different I watched the breakdown, and if you’re curious…

This episode of 'Mixture of Experts' explores the integration of the 1X NEO humanoid robot into homes, discussing the challenges and future of AI-driven home automation. It also delves into Japan’s copyright dispute with Sora 2 concerning AI training data and analyzes the strategic partnership between OpenAI and AWS, examining its implications for AI infrastructure and multi-cloud strategies.

7. November 2025

GenAI Updates

Mixture of Experts: Humanoid Robots, AI Copyright, and Strategic Alliances

Mixture of Experts: Humanoid Robots, AI Copyright, and Strategic Alliances If you’re curious about where…

Six of the most influential figures in artificial intelligence, including Jensen Huang, Yann LeCun, and Fei-Fei Li, held an exclusive discussion at the FT Future of AI Summit in London. They explored how their groundbreaking insights and the current state of AI are shaping our world. The leaders also delved into the ethical, social, and economic impacts of these technologies, for which they, along with Professor John Hopfield, received the Queen Elizabeth Prize for Engineering 2025.

7. November 2025

GenAI Updates

Leading AI Minds on the Future of Artificial Intelligence

Leading AI Minds on the Future of Artificial Intelligence I watched a remarkable conversation that…

Kimi K2 Thinking, Moonshot

7. November 2025

GenAI Updates

Kimi K2 Thinking

Kimi K2 Thinking is a small idea with a big feel, and if you’re curious…

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

7. November 2025

GenAI Updates

Hugging Face – Learn

Hugging Face - Learn I remember the first time I wanted to try a language…

MCP Toolbox for Databases is an open source MCP server for databases. - googleapis/genai-toolbox

7. November 2025

GenAI Updates Published

GitHub – googleapis/genai-toolbox: MCP Toolbox for Databases is an open source MCP server for databases.

Meet the MCP Toolbox for Databases, an open source MCP server that helps you connect…