Show HN: BubbleHub - a local runtime and hosting for LLM agents
Local LLM serving and sandboxed agents in one command. Start the OpenAI-compatible local endpoint (optional): bubble serve Pick or inspect models: bubble models bubble models list bubble models stop Open app: bubblehub What BubbleHub Does Runs local LLMs. Exposes an OpenAI-compatible endpoint at http://127.0.0.1:8000/v1.
- ▪Local LLM serving and sandboxed agents in one command.
- ▪Start the OpenAI-compatible local endpoint (optional): bubble serve Pick or inspect models: bubble models bubble models list bubble models stop Open app: bubblehub What BubbleHub Does Runs local LLMs.
- ▪Exposes an OpenAI-compatible endpoint at http://127.0.0.1:8000/v1.
3 outlets in our directory ran this story, first to last over 47 hours. All of the coverage we found sits in one bucket: centre. That one-sidedness is itself worth noticing.
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Hacker News (AI / LLM) files mainly under ai. We currently carry 3,540 of its stories.
Story provenance
Source · retrieval · rights · ranking — open for full record
inspect →
Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | GitHub |
| Canonical URL | https://github.com/bublhub/BubbleHub |
| Publication time | Tue, 04 Aug 2026 15:45:12 +0000 |
| Retrieval time | 2026-08-04T15:50:41.936Z |
| Last seen | 2026-08-04T15:50:41.936Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | 3Sm7mqcMtF2k · 4 stories |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
Local LLM serving and sandboxed agents in one command. Install Linux: curl -fsSL https://bubblehub.ai/install.sh | bash Windows PowerShell installer: irm https://bubblehub.ai/install.ps1 | iex Windows double-click installer: irm https://bubblehub.ai/download/latest/BubbleHub-0.2.0-x64.exe -OutFile BubbleHub-0.2.0-x64.exe .\BubbleHub-0.2.0-x64.exe Check it: bubble --help Open the app: bubblehub Docker image: docker pull ghcr.io/bublhub/bubblehub:latest Use a release image as a base: FROM ghcr.io/bublhub/bubblehub:v0.2.0 Quick Start Ask the local model a question: bubble prompt --text "Say hello from BubbleHub" Run an agent in the sandbox: bubble run --root-dir ./examples/basic --binary ./examples/basic/basic_agent.py --memory 16G Name an agent for bubble ps, the shell prompt, and the…
Excerpt limited to ~120 words for fair-use compliance. The full article is at GitHub.