Knowledge Graph

The Linux Kernel Mailing List Is a Nightmare. This Tool Just Made It Searchable.

📅 July 12, 2026 📂 Systems & Hardware

LKML-reader takes the Linux Kernel Mailing List — the most important and most unreadable communication channel in open source — and makes it interactive, searchable, and navigable. Built in Rust, it reframes LKML from a chaotic archive into a queryable knowledge graph, lowering the barrier for new contributors who’ve been locked out by twenty years of unthreaded email noise.

AI Alpine Android API Archives Developer Tools Knowledge Graph Linux Open Source Rust

I Mapped 8.5 Million Research Papers. The Map Isn’t Even the Best Part.

📅 July 12, 2026 📂 AI & Machine Learning

I mapped 8.5 million research papers into an interactive WebGL atlas with LLM summaries, entity linking, and citation graphs. But the real value isn’t the visualization — it’s the MCP server that lets AI agents query the entire corpus. We’ve been so focused on helping humans read papers that we missed the bigger shift: agents that can navigate 8.5 million papers at once change what literature review even means.

Academia Agent-Ready AI Agents Data Visualization Knowledge Graph MCP Research