I built a reproducible AI dev VM so engineers can skip setup hell
🚀 Introducing stAI Your Full‑Stack AI Dev Machine stAI is a fully‑engineered Ubuntu VM (Virtual Machine) designed for full‑stack developers, AI builders, and DevOps learners who want a clean, modern, production‑ready environment from the moment they boot it up. Swarm replicas stability tested: no crash loops. HTTP layer: /v1/schema, /v1/nodes, and GraphQL respond correctly.
- ▪🚀 Introducing stAI Your Full‑Stack AI Dev Machine stAI is a fully‑engineered Ubuntu VM (Virtual Machine) designed for full‑stack developers, AI builders, and DevOps learners who want a clean, modern, production‑ready environment from the m
- ▪Swarm replicas stability tested: no crash loops.
- ▪HTTP layer: /v1/schema, /v1/nodes, and GraphQL respond correctly.
Hacker News (AI / LLM) files mainly under ai. We currently carry 7,111 of its stories.
Story provenance
Source · retrieval · rights · ranking — open for full record
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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/niemenghui/stAI-dev-machine |
| Publication time | Thu, 01 Oct 2026 02:03:33 +0000 |
| Retrieval time | 2026-10-01T02:17:06.606Z |
| Last seen | 2026-10-01T02:17:06.606Z |
| 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 | Ig-7uVsa6iQ7 · 1 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
🚀 Introducing stAI Your Full‑Stack AI Dev Machine stAI is a fully‑engineered Ubuntu VM (Virtual Machine) designed for full‑stack developers, AI builders, and DevOps learners who want a clean, modern, production‑ready environment from the moment they boot it up. After months of engineering, testing, breaking, fixing, and refining, I’m finally releasing something I wish I had years ago — stAI, a fully‑loaded Ubuntu development VM built for full‑stack engineers, AI builders, and DevOps learners who want to skip the painful setup and get straight to building. 🧠 AI Stack — Ready Out‑of‑the‑Box llama.cpp for local LLM experimentation Weaviate vector database for RAG + embeddings. Swarm replicas stability tested: no crash loops. HTTP layer: /v1/schema, /v1/nodes, and GraphQL respond correctly.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at GitHub.