MSN on MSN

I taught Claude 3D design, now it prints real-world parts

This is vibe coding for 3D printing.
Tech Times

AI Chart Understanding Breakthrough: MIT-IBM Dataset Lets Small Models Beat GPT-4o

MIT and IBM released ChartNet, a 1.7-million-sample synthetic training dataset that lets compact open-source vision-language ...
GitHub

Nexus — Graph-Grounded Code Intelligence

AI-powered code assistant that understands your codebase through a call graph + vector index. Ask questions in plain English; get grounded, citation-backed answers with file/line references — streamed ...
Geeky Gadgets

New Open-Source Plugin Turns Complex Repositories Into Interactive Maps

Better Stack examines how the open source plugin Understand-Anything simplifies navigating complex codebases by turning repositories into interactive, queryable knowledge graphs. Combining static code ...
IEEE

Example Generalizing Network Configuration Synthesizer via Graph-Informed Large Language Models

Abstract: Network configuration synthesis promises to increase the efficiency of network management by reducing human involvement. However, despite significant advances in this field, existing ...
marktechpost

How to Build Repository-Level Code Intelligence with Repowise Using Graph Analysis, Dead-Code Detection, Decisions, and AI Context

In this tutorial, we explore how to use Repowise to build repository-level intelligence for the itsdangerous Python project in a practical and reproducible way. We start with an already cloned ...
IEEE

A Multi-Granularity and Multi-Dimensional Code Knowledge Graph Construction Approach

Abstract: Traditional code knowledge graphs have problems such as broad and complex knowledge coverage, incomplete code granularity, insufficient semantic richness in code relationships, and ...