# Ghidra MCP: Let AI Help You Reverse Engineer Binaries
18 min read
A hands-on GhidraMCP walkthrough: install Ghidra 12.1.4 and GhidraMCP 2.0 on an Apple Silicon Mac, then find zlib's Adler-32 in a stripped binary over MCP.
/ tags/ ai
# What Is an AI Agent? How to Build One from Scratch in Python
9 min read
What makes an AI agent different from a chatbot, the agent loop explained, and a working Python agent with tools built step by step on the Claude API.
# What Is an MCP Server? How to Build One in Python
8 min read
What the Model Context Protocol is, how MCP servers expose tools, resources and prompts, and how to build, test and connect one with the Python SDK 2.x.
# Agentic Frameworks Compared: LangGraph, CrewAI & More
16 min read
What an agentic framework is, how LangGraph, LlamaIndex, OpenAI Agents SDK, Google ADK and CrewAI compare, plus agentic AI coding frameworks like Claude Code.
# Transformers Demystified - Day 2 - Unlocking the Genius of Self-Attention and AI's Greatest Breakthrough
12 min read
Transformers are changing the AI landscape, and it all began with the groundbreaking paper “Attention is All You Need.” Today, I explore the Introduction and Background sections of the paper,…
# Diving into "Attention is All You Need": My Transformer Journey Begins!
3 min read
Today marks the beginning of my adventure into one of the most groundbreaking papers in AI for transformer: “Attention is All You Need” by Vaswani et al. If you’ve ever been curious about how modern…
# Groundbreaking News: OpenAI Unveils o3 and o3 Mini with Stunning ARC-AGI Performance
4 min read
On December 20, 2024, OpenAI concluded its 12-day “OpenAI Christmas Gifts” campaign by revealing two groundbreaking models: o3 and o3 mini. At the same time, the ARC Prize organization announced…
# Ray Serve Guide: Autoscaling, FastAPI & Ollama
9 min read
How Ray Serve works: deployments, autoscaling, batching and multi-model pipelines, and when to choose Ray Serve over FastAPI or Ollama.