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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

Work IQ is the intelligence layer that personalizes Microsoft 365 Copilot to you and your organization.

24. März 2026

GenAI Updates

Work IQ Explained: The AI Brain Behind Microsoft 365 Copilot

**A Closer Look at Work IQ, The Brain Behind Microsoft 365 Copilot** If you’ve been…

Software horror: litellm PyPI supply chain attack. Simple `pip install litellm` was enough to exfiltrate SSH keys, AWS/GCP/Azure creds, Kubernetes configs, git credentials, env vars (all your API keys), shell history, crypto wallets, SSL private keys, CI/CD secrets, database passwords. LiteLLM itself has 97 million downloads per month which is already terrible, but much worse, the contagion spreads to any project that depends on litellm. For example, if you did `pip instal

24. März 2026

GenAI Updates

LiteLLM PyPI Supply Chain Attack: How a Poisoned Package Exposed Developer Credentials

**Software Horror: The LiteLLM PyPI Supply Chain Attack** Every developer has typed it. `pip install…

A pixel office for your OpenClaw: turn invisible work states into a cozy little space with characters, daily notes, and guest agents. Code under MIT; art assets for non-commercial learning only. - ...

24. März 2026

Article Series The New Computer

Personal Agents: When Your AI Actually Shows Up for Work

What This Is About In the first article of this series, I mapped the full…

where this started 36h ago. i've been running growth experiments for 9 years. growth hacking, distribution, conversion optimization. the loop is always the same: hypothesis, test, measure, keep or

22. März 2026

GenAI Updates

a swarm & hermes that grows with you

A Swarm and Hermes That Grows With You About 36 hours before publishing, this X…

Generative UI examples for: AG-UI, A2UI/Open-JSON-UI, and MCP Apps. - CopilotKit/generative-ui

22. März 2026

GenAI Updates

GitHub – CopilotKit/generative-ui: Generative UI examples for: AG-UI, A2UI/Open-JSON-UI, and MCP Apps.

Build Apps That Adapt to Your Users with Generative UI Have you ever wished your…

A simple, free research stack for OpenClaw agents. Layered tool hierarchy with community signal, web scraping, and JS rendering. - mariovallereyes/research_on_steroids

22. März 2026

GenAI Updates

GitHub – mariovallereyes/research_on_steroids: A simple, free research stack for OpenClaw agents. Layered tool hierarchy with community signal, web scraping, and JS rendering.

**Research on Steroids, A Smarter Way to Let Your AI Actually Research** If you’ve ever…

This feels like cheating. People pay $30-$50 for custom city map posters on Etsy. Someone just open-sourced the exact same thing for free. It's called TerraInk. Its a cartographic poster engine built on OpenStreetMap data. Type a city. Customize everything. Download and print. What you get: → Any city on Earth via OpenStreetMap → Roads, water, parks, building outlines → Full theme and color control → Custom fonts via Google Fonts → PNG export, print-ready The whole th

21. März 2026

GenAI Updates

This feels like cheating.

**This Feels Like Cheating… In a Good Way** Have you ever looked at those beautiful…

21. März 2026

Article Series The New Computer

„The New Computer“: Navigating the Global AI Agent Arms Race

What This Is About I've been tracking the AI agent space closely for months now,…

What This Is About I’ve been tracking the AI agent space closely for months now, but the recent developments surprised me, to be honest. What I’m seeing in early 2026 is a pattern that’s worth spelling out: agents now write novels, run on $35 hardware, improve themselves, and organize into teams. This article is my […]

21. März 2026

GenAI Updates

"The New Computer": Navigating the Global AI Agent Arms Race – Hey-GPT.de – Daily GenAI News Digest

“The New Computer”: Navigating the Global AI Agent Arms Race Source: https://hey-gpt.de/2026/03/21/the-new-computer-navigating-the-global-ai-agent-arms-race/ I’ve been watching…

OpenClaw is the most powerful personal agent available right now. Most people set it up wrong. @moritzkremb walks through his full OpenClaw setup: 10 steps to go from "buggy toy" to a system that

21. März 2026

GenAI Updates

The definitive guide to setting up your OpenClaw

**The Definitive Guide to Setting Up Your OpenClaw (The Right Way)** There’s a lot of…