Introduction If you've ever typed something like "Give me a bash script to monitor disk usage" into ChatGPT and gotten back something technically correct but completely off from what you actually needed — you're not alone. Most of us in the IT world approach AI tools...
Sandbox99 Chronicles
From My Sandbox to Yours — Practical IT Insights.
Categories: Artificial Intelligence
Stop Starting from Scratch: A Practical Guide to Claude Projects
Introduction If you've been using Claude for a while, you've probably run into the same frustration: you start a new chat, and Claude has zero idea who you are, what you're working on, or what conventions you follow. Every session starts completely cold. For casual...
Building a Custom MCP Server for AI-Assisted Pentesting in VS Code
🔍 Introduction Modern penetration testing demands agility, automation, and contextual intelligence. With the rise of AI-assisted development, GitHub Copilot Chat in VS Code now supports Model Context Protocol (MCP)—a powerful bridge between AI and external tools. By...
Prompt Files 101: The Blueprint for Consistent AI Outputs
Introduction In the rapidly evolving world of AI-assisted development, prompt files are becoming the unsung heroes of consistency, reproducibility, and collaboration. Instead of typing lengthy instructions into an AI tool every time, prompt files let you store those...
LLM Basics: How Large Language Models Work and Why They Matter
🌟 Introduction Artificial Intelligence has rapidly shifted from being a research-heavy concept to becoming an essential tool for IT professionals, security researchers, and enterprises alike. At the heart of this shift are Large Language Models (LLMs) — advanced...
Breaking Down AI: From Prompts to Responses
📝 Introduction Artificial Intelligence can feel overwhelming with all the technical jargon—LLM, MCP, AI Agents, prompts, and more. But when broken down into simple terms, these concepts are much easier to understand. At its core, an LLM (Large Language Model) acts...






