How-To Geek on MSN

I used NotebookLM to wrangle a month of research—here's where it fell apart

This AI research tool saved me hours organizing technical notes, but it has one fatal flaw at scale.
Opinion
Database Trends and ApplicationsOpinion

MotherDuck Previews Flights, an Agent-Native Ingest Tool Inside Python

MotherDuck is launching Flights, an agent-native data pipeline that enables users to choose the MCP server and AI agent of their choice to build and deploy data pipelines in minutes using a flexible, ...
Virtualization Review

Running AI Locally, Part 2: From VMware Context to Hands-On Tools

Tom Fenton moves from local AI concepts to hands-on tools for matching LLMs to hardware, running local chatbots with Ollama and benchmarking AI performance.
SecurityWeek

Researchers Demo New Claude Code Attack Using Harmless-Looking Repositories to Hijack Developer Machines

Attackers can inject indirect prompts in normal-looking repositories to trick Claude Code into spawning a reverse shell.
GitHub

Model Context Protocol (MCP) Server for Cisco Modeling Labs (CML)

cml-mcp brings the power of AI assistants to your network lab! This tool allows you to interact with Cisco Modeling Labs (CML) using natural language through AI applications like Claude Desktop, ...
GitHub

VIRL 2 Client Library

Note: The product has been renamed from VIRL to Cisco Modeling Labs / CML 2. References to VIRL still exist in the product documentation and within code or examples. The name of the package itself has ...