Urgent.News

What's breaking now, across thousands of outlets.

More in Tech

I Built Mini Panel: A Lightweight Go Control Panel for VPSs with 1 GB of RAM

I built Mini Panel for people who manage one or a few small VPS instances. I wanted a web interface for the tasks I kept doing over SSH: setting up websites, issuing TLS certificates, checking logs…

  • Mini Panel is a lightweight Go-based control panel for small VPS instances with less than 1 GB RAM.
  • Offers features for managing websites, databases, email services, and security tools.
  • Users can try Mini Panel on spare VPS or self-hosted applications and provide feedback.

Apache Zeppelin: Notebook Exposure Starts With the Wrong Assumption

Apache Zeppelin: Notebook Exposure Starts With the Wrong Assumption Apache Zeppelin is often described by what users see: a notebook interface for interactive data work.

  • Apache Zeppelin often perceived as simple notebook app
  • 25,613 assets labeled as Apache Zeppelin, 0 exact title matches
  • Defenders should assess authentication, storage, interpreters, policies

Online Learning Search: Chunk Boundaries for Grounded Tutor Answers

Short answer Short answer: use structure-aware, overlapping chunks, then rerank with section and lesson metadata before an answer is generated.

  • Use structure-aware, overlapping chunks for online course tutors.
  • Maintain three boundaries: source document span, instructional unit, and retrieval text.
  • Test policy against real questions before tuning boundary sizes.

More from Saturday 14 November →