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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

Hermes Agent Home Assistant Add-on. Contribute to WolframRavenwolf/hermes-ha-addon development by creating an account on GitHub.

29. März 2026

GenAI Updates

Hermes Agent for Home Assistant: Your Smart Home Just Got a Persistent AI Brain

**Hermes Agent for Home Assistant, Your Smart Home Just Got a Memory** If you’ve ever…

[0.8.0] - 2026-03-29 CLI Preserve OAuth flow vs post-auth transport failures so invalid OAuth/provider errors surface directly, while real legacy 404/405 transport mismatches still fall back to SS...

29. März 2026

GenAI Updates

MCPorter v0.8.0: Cleaner OAuth Error Handling for MCP Servers and AI Tool Integrations

If you’ve ever wrestled with OAuth flows, you know the feeling. Everything looks fine… until…

Contribute to chenglou/pretext development by creating an account on GitHub.

28. März 2026

GenAI Updates

Pretext: A Fast JavaScript Library for Multiline Text Measurement Without DOM Reflows

**GitHub Project Spotlight: Pretext by chenglou** If you’ve ever wrestled with text rendering on the…

This video highlights open-source AI projects and provides links for further exploration, including Microsoft 365 Copilot, OpenClaw Use Cases, and a Prompt Engineering Guide. It also features links to the creator's social media and Spotify. The content aims to showcase tools and resources for leveraging AI.

27. März 2026

GenAI Updates

Matthew Berman’s Best Open-Source AI Projects Right Now: gstack, Hermes Agent, Superpowers, and More

You NEED to Try These Open-Source AI Projects Right Now Every now and then, you…

Contribute to JCodesMore/ai-website-cloner-template development by creating an account on GitHub.

26. März 2026

GenAI Updates

AI Website Cloner Template: Rebuild Any Website Pixel-Perfect Using Claude Code and MCP

**GitHub Spotlight: AI Website Cloner Template That Rebuilds Any Site Pixel by Pixel** If you’ve…

Automate the process of making money online. Contribute to FujiwaraChoki/MoneyPrinterV2 development by creating an account on GitHub.

26. März 2026

GenAI Updates

MoneyPrinterV2: Can You Really Automate Making Money Online With This Open-Source Tool?

MoneyPrinterV2: Can You Really Automate Making Money Online? Let’s be honest… most of us have…

Repo: https://t.co/57ey5s06Wi

26. März 2026

GenAI Updates

A Simple GitHub Repo That Might Save You Hours

A Simple Repo That Might Save You Hours Every now and then, you come across…

Contribute to MiniMax-AI/skills development by creating an account on GitHub.

25. März 2026

GenAI Updates

MiniMax-AI/skills: The Open-Source Skill Library for AI Coding Agents

**GitHub – MiniMax-AI/skills** If you’ve ever worked with an AI coding assistant and thought, “This…

25. März 2026

GenAI Updates

TurboQuant: How Google Shrinks AI Models 6x Without Losing Accuracy

**TurboQuant: How Google Is Shrinking AI Without Losing Its Mind** If you’ve ever wondered why…

The CEO of a $3 trillion company just admitted the biggest threat to AI has nothing to do with the technology itself. It is YOU. Satya Nadella spoke at Davos and said the real obstacle to AI is getting people to actually change how they work. He gave a personal example. Before Davos, his team would spend days preparing briefing notes, filtering up through layers of staff before reaching him. That process had not changed since he joined Microsoft in 1992. Now he types

25. März 2026

GenAI Updates

Satya Nadella at Davos: The Biggest Threat to AI Is Not the Technology

The Real Threat to AI? It’s Not the Tech. It’s Us. At Davos, Microsoft CEO…