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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

I've been building automations for 8+ years. $25M in client revenue across Klaviyo, Zapier, GoHighLevel...you name it. For the last two years, n8n has been my primary tool. This is everything I

15. Januar 2026

GenAI Updates

The last n8n tutorial you’ll ever need (2026 edition)

The last n8n tutorial you'll ever need (2026 edition) — a quick guide Tom Crawshaw…

15. Januar 2026

GenAI Updates

50+ Best Nano Banana Pro Prompts to Try (Copy & Paste)

50+ Ready Prompts for Nano Banana Pro That Actually Help In a recent thread on…

Contribute to vercel-labs/agent-skills development by creating an account on GitHub.

14. Januar 2026

GenAI Updates

agent-skills/skills/react-best-practices/references/rules at react-best-practices · vercel-labs/agent-skills

If you’ve ever worked on a React project that slowly turned into a tangled drawer…

Get 10X more out of Claude Code, Codex or any coding agent - BloopAI/vibe-kanban

14. Januar 2026

GenAI Updates

GitHub – BloopAI/vibe-kanban: Get 10X more out of Claude Code, Codex or any coding agent

If you’ve spent any real time working with AI coding agents lately, you probably recognize…

Transcripts from Lenny's Podcast. Contribute to ChatPRD/lennys-podcast-transcripts development by creating an account on GitHub.

14. Januar 2026

GenAI Updates

GitHub – ChatPRD/lennys-podcast-transcripts: Transcripts from Lenny's Podcast

If you’ve ever listened to Lenny’s Podcast and thought, “I wish I could search this…

A set of ready to use scientific skills for Claude - K-Dense-AI/claude-scientific-skills

13. Januar 2026

GenAI Updates

GitHub – K-Dense-AI/claude-scientific-skills: A set of ready to use scientific skills for Claude

If you’ve ever wished your AI assistant could feel more like a patient lab partner…

This video explores how AI agents can replace the Arduino IDE in ESP32 projects, marking a significant productivity leap in electronics development. It introduces a ten-level system to transition from coder to architect using tools like Claude Code, Gemini CLI, and Codex for programming embedded systems.

12. Januar 2026

GenAI Updates

AI Agents for ESP32 Projects: From Coder to Architect

If you’ve ever sat at your desk late at night, staring at an ESP32 project…

This video offers a comprehensive look at the Personal AI Infrastructure (PAI) built and open-sourced by the creator. It explores the motivations, core principles, and functionality of the system. The presentation includes numerous examples and guidance on how to get started with PAI.

12. Januar 2026

GenAI Updates

A Deepdive on my Personal AI Infrastructure (PAI v2.0, December 2025)

If you’ve ever felt that your AI tools are scattered all over the place, notes…

Daniel Miessler provides an in-depth look at his interconnected projects: Substrate, Fabric, Telos, Daemon, and Human 3.0. He explains how these initiatives collectively address critical issues such as the search for purpose, the societal impact of AI, and the necessity of holistic human development. The video clarifies the relationships between his diverse works and their overarching goals.

12. Januar 2026

GenAI Updates

Daniel Miessler’s Integrated Projects: Addressing AI, Purpose, and Human Development

If you’ve ever followed Daniel Miessler’s work and felt both inspired and slightly overwhelmed, you’re…

NetworkChuck and Daniel Miessler discuss the Telos Method, a framework for achieving clarity and purpose in the AI era. They delve into the future of work, how to maintain relevance as AI capabilities grow, and the deeper meaning of personal identity in a rapidly changing world.

12. Januar 2026

GenAI Updates

The Telos Method Explained: Clarity and Purpose in the AI Era

**The Telos Method Explained: Clarity and Purpose in the AI Era** If you’ve been feeling…