Guide to Safe Legacy Code Refactoring and Automated Test Generation to Prevent AI Agent Runaway

This article explains how to build a "guardrail environment" that leverages AI coding agents like Claude Code and Cursor ...
shattered.io

Build a Secure MCP Server for Claude: 12 Steps [2026]

Run claude mcp list afterward to confirm the server registered, then open a Claude Code session in the same project and ask ...

Reducing JSON for AI by approximately 55%. What I learned by testing Headroom with actual Oxtane data

Hello, this is Sakamoto. At Oxtane, I have been experimenting with local LLM models, GPUs, code refactoring, and training ...
HackerNoon

Building a DIY Wi-Fi Network Monitor With ESP32-C3 and OLED

Turn an ESP32-C3 SuperMini into a network health dashboard with Wi-Fi signal monitoring, DNS checks, and an OLED interface.
HackerNoon

Designing Zero-GC Hot Paths in .NET With Explicit Memory Ownership

A practical guide to allocation-free hot paths, unmanaged memory, reusable buffers, and Zero-GC architecture in modern .NET, APIs, and Unity games.
nsf.gov

Verticals-enabling Intelligent Network Systems (VINES)

All proposals must be submitted in accordance with the requirements specified in the funding opportunity and in the Proposal & Award Policies & Procedures Guide (PAPPG) and its supplements. All NSF ...