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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

A deep dive into Claude Code 2.0 features, Opus 4.5 workflows, and context engineering. Learn sub-agents, MCP servers, hooks, skills, and practical tips to boost your AI-assisted coding productivity.

29. Dezember 2025

GenAI Updates

A Guide to Claude Code 2.0 and getting better at using coding agents

A Guide to Claude Code 2.0 and getting better at using coding agents I’ve been…

Why I stopped reading code and started watching it stream by.

29. Dezember 2025

GenAI Updates

Shipping at Inference-Speed | Peter Steinberger

Shipping at inference speed, that phrase stuck with me the moment I read it, and…

SoTA open-source TTS. Contribute to resemble-ai/chatterbox development by creating an account on GitHub.

29. Dezember 2025

GenAI Updates

GitHub – resemble-ai/chatterbox: SoTA open-source TTS

If you’ve been poking around open-source TTS lately, you’ll want to meet Chatterbox, a family…

This video delves into the concept of sycophancy in AI models from the perspective of AI researchers. It explains the conditions under which AI models are more prone to exhibiting sycophantic behavior. Furthermore, it outlines practical strategies to guide AI models towards truthfulness and away from unwarranted agreement.

28. Dezember 2025

GenAI Updates Published

What is sycophancy in AI models?

What is sycophancy in AI models? If you’ve chatted with a modern AI, you’ve probably…

Jared Zoneraich from PromptLayer dissects the architecture of "Claude Code" (Anthropic's CLI agent), arguing its success stems from a radical simplification: a single-threaded "Master Loop" paired with highly capable models. He contrasts this "give it tools and get out of the way" approach with earlier, brittle DAG-based architectures. The talk breaks down internal tools, the "Todo" planning mechanism, and the critical role of sandboxing and system prompts for reliable production engineering tasks.

28. Dezember 2025

GenAI Updates

How Claude Code Works – Jared Zoneraich, PromptLayer

How Claude Code Works — Jared Zoneraich, PromptLayer I watched Jared Zoneraich’s talk, and it…

The guide to engineering reliable, context-aware AI systems.

28. Dezember 2025

GenAI Updates Published

The Context Engineering Guide (weaviate.io)

When you first play with a Large Language Model, it feels like magic. Then the…

26. Dezember 2025

GenAI Updates

Use Cases | Claude

Use Cases That Actually Help I remember the first time I opened a page like…

This video offers a sneak peek of CS50x 2026, the new-and-improved version of Harvard University's introductory computer science and programming course. It is set to launch on January 1, 2026, via edx.org and CS50's YouTube channel. The description also provides numerous links to CS50 communities and social media profiles for both the course and its instructor.

26. Dezember 2025

GenAI Updates

This is CS50x 2026: Sneak Peek

CS50x 2026: A Friendly Sneak Peek I’ve been following CS50 for years, and when I…

Production-ready platform for agentic workflow development. - langgenius/dify

26. Dezember 2025

GenAI Updates

GitHub – langgenius/dify: Production-ready platform for agentic workflow development.

Quick guide to Dify, the open-source platform for agentic workflows If you’re curious about building…

A complete starter kit for an Obsidian + Claude Code personal knowledge management system. - ballred/obsidian-claude-pkm

24. Dezember 2025

GenAI Updates

GitHub – ballred/obsidian-claude-pkm: A complete starter kit for an Obsidian + Claude Code personal knowledge management system.

I’ve been where you are, juggling scattered notes, wondering how to turn chaos into something…