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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

Public repository for Agent Skills. Contribute to anthropics/skills development by creating an account on GitHub.

27. Mai 2026

GenAI Updates

GitHub – anthropics/skills: Public repository for Agent Skills

Anthropic’s Skills Repository Opens a Practical Window Into Agent Skills If you’ve ever wished AI…

26. Mai 2026

GenAI Updates

Webwright | Terminal-Native Web Agents

Webwright and the Quiet Shift Toward Terminal-Native Web Agents Some tools feel like a small…

better agentic engineering. Contribute to microsoft/AI-Engineering-Coach development by creating an account on GitHub.

25. Mai 2026

GenAI Updates

GitHub – microsoft/AI-Engineering-Coach: better agentic engineering

If you’ve ever looked back at an AI session and thought, “Wait, what was I…

AI progress creates more work for humans, not less

24. Mai 2026

GenAI Updates

After Automation

After Automation: Why AI May Be Creating More Human Work, Not Less There’s a strange…

This video introduces the '/handoff' skill for managing AI coding sessions, explaining its purpose and distinguishing it from '/compact'. It demonstrates practical applications and patterns for handling multiple concurrent AI tasks effectively.

23. Mai 2026

GenAI Updates

The /handoff Skill for AI Coding Sessions

If you’ve ever been deep in an AI coding session and felt that weird little…

This video introduces OpenClaw, an autonomous AI agent capable of self-customization, coding, and complex interactions. It highlights the fascinating yet unsettling implications of such advanced AI. The discussion questions how to develop powerful AI assistants that remain under human control.

21. Mai 2026

GenAI Updates

re:publica 26: OpenClaw – Anatomy of the Coming Wave

OpenClaw and the Future of Autonomous AI A few weeks ago, a project landed on…

YC General Partner Tom Blomfield discusses how to build self-improving companies using AI. He introduces the concept of recursive, self-improving AI loops, explaining how founders can enable their companies to continuously improve autonomously. The talk challenges the 'copilot' model, advocating for explicit execution layers and making internal data legible to AI.

20. Mai 2026

GenAI Updates

Building Self-Improving Companies with AI

Building Self-Improving Companies with AI There’s something interesting happening in the way we think about…

18. Mai 2026

GenAI Updates

How Claude Code works in large codebases: Best practices and where to start | Claude

Claude Code in Large Codebases: What Actually Works When the Repo Gets Huge If you’ve…

A project-based course on designing the environments, state, verification, and control systems that make Codex and Claude Code reliable.

18. Mai 2026

GenAI Updates

Welcome to Learn Harness Engineering | Learn Harness Engineering

Welcome to Learn Harness Engineering, a project-based course built for anyone who’s ever watched a…

Open-source Claude Code skills for SEO, GEO, Google Ads, Meta Ads - nowork-studio/toprank

18. Mai 2026

GenAI Updates

GitHub – nowork-studio/toprank: Open-source Claude Code skills for SEO, GEO, Google Ads, Meta Ads

Some tools promise to help with marketing. Toprank feels more like handing your AI agent…