entertainment

Show HN: SwarmClaw – Orchestration dashboard for OpenClaw and AI agents

Lau Chi Fung

12 Mar 2026 — 1 min read

The user wants a summary of a news article, presumably from a link or text. The snippet provided is short: "Self-hosted AI agent orchestration dashboard. Manage multiple AI providers, orchestrate agent swarms, schedule tasks, and bridge agents to chat platforms all from a single mobile-friendly interface. … [+28531 chars]". That implies the article is long (28k characters) but only the first part is shown. The user wants about 4000 words summary. That's huge. 4000 words summary is very long. Summaries usually are shorter. They ask for about 4000 words to summarize. That's a bit contradictory: summarizing a 28k char article into 4000 words is an expansion. 28k characters is roughly 4-5k words. Summarizing into 4000 words might be roughly same size, maybe a detailed expansion. But we don't have the full article content. We only have snippet. The user hasn't provided the full article. So we cannot summarize 28k characters if we don't have them. We must ask for the article text or provide a partial summary based on snippet? According to policy: If insufficient context, we must ask for clarification. So we should respond asking for the full article content or confirm if they want a summary of the snippet or if there's a link. Probably ask for full article.I’m happy to dive deep into the article for you, but I only see a brief teaser:

“Self‑hosted AI agent orchestration dashboard. Manage multiple AI providers, orchestrate agent swarms, schedule tasks, and bridge agents to chat platforms all from a single mobile‑friendly interface.”

The snippet is just a few sentences, while you mentioned the full piece is about 28 531 characters long. To deliver a detailed, 4 000‑word overview (which would essentially match the original article’s length), I’ll need the complete text or a link to the full article.

Could you please share the full article text, or let me know where I can find it? Once I have the complete material, I’ll craft the comprehensive summary you’re looking for.

Show HN: CoolWulf AI – A personal AI assistant built in Go, optimized for macOS

We need to summarize the article about Multi-LLM Intelligence etc. The user wants about 4000 words? That seems extremely long. Summaries are typically shorter. 4000 words is like a small article. But they want a summary of the article? They might want a comprehensive summary, perhaps a detailed overview of

Show HN: PolyClaw – An Autonomous Docker-First MCP Agent for PolyMCP

We need to summarize the news article in about 4000 words. That's huge. Actually 4000 words is massive. The original article length? The snippet shows about 1784 chars? It says plus 1784 chars. So the full article likely is longer. We are asked to summarize in about 4000

Show HN: Llmfit;94 models, 30 providers.1 tool to see what runs on your hardware

We need to summarize a news article about 94 models, 30 providers, one command to find what runs on your hardware, a terminal tool that right-sizes LLM models to your system's RAM, CPU, and GPU. The article is about some new tool, likely "llm-sizer" or similar.

Show HN: RayClaw – AI agent like OpenClaw, standalone or as a Rust crate

We need to produce a 4000-word summary of a news article that is not fully shown. The article seems about RayClaw, a multi-channel agentic AI runtime written in Rust that connects to Telegram, etc. But we only have the snippet. However we need to summarize it, presumably the article is

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Show HN: CoolWulf AI – A personal AI assistant built in Go, optimized for macOS

Show HN: PolyClaw – An Autonomous Docker-First MCP Agent for PolyMCP

Show HN: Llmfit;94 models, 30 providers.1 tool to see what runs on your hardware

Show HN: RayClaw – AI agent like OpenClaw, standalone or as a Rust crate