From HTTP to SSH: Finding a Host-Level Attack Path in OpenPLC v3

Introduction A software PLC does not need a physical controller sitting inside a cabinet to execute industrial control logic. Its runtime can live entirely on a conventional computer, communicating with other systems through familiar industrial protocols while relying on an ordinary operating system underneath, and that changes the security picture. When assessing a SoftPLC, it … Read more

MatterSeek AI: A Guide to Reverse Materials Design and Property Prediction

Overview MatterSeek-New-Materials-Reverse-Design is presented as the reverse-design offering in Yuyao Technology’s MatterSeek materials-prediction platform. It targets inorganic and organic materials R&D: users specify desired properties and elemental constraints, and the service proposes compositions, structures, and processing parameters. The supplied maintainer is YuyaoTechnology. The README describes MatterSeek as beta and recommends using predictions to prioritize experiments, … Read more

How to Build an MCP Server That Checks npm Packages Before AI Installs Them

Build a remote MCP server on Cloudflare Workers with the 2026-07-28 spec and TypeScript SDK v2. It checks npm packages for typos, deprecation and known vulnerabilities before your AI installs them. AI coding assistants are good at writing npm install lines. They’re less good at knowing whether the package in that line is real, abandoned, … Read more

Introducing Kimi K3.1 Pro on Amazon Bedrock

Kimi K3.1 Pro Highspeed from Moonshot AI is now available on Amazon Bedrock. Part of Moonshot AI’s new K3.1 series, it’s a post-trained version of Kimi K3 with the same 3T-class open-weight architecture and 1-million-token context window, trained with substantially more post-training compute. According to Moonshot AI, that extra training targets long-horizon agentic work and … Read more