-
Getting Started with Ralph
Ralph is a technique for running AI coding agents in a loop. You repeatedly run the same prompt, allowing the AI to pick tasks from a PRD (Product Requirements Document), implement features one by one, and commit changes automatically. Over time, this results in working code with minimal manual intervention. This guide walks through setting… — read more
-
Claude Code for Elite Developers
Claude Code for Elite Developers A practical guide to debugging, refactoring, architecture, code quality, and faster execution Start here: run claude –dangerously-skip-permissions when you want Claude Code to operate in a more direct execution mode without repeatedly asking for approval. What actually makes Claude Code useful is not the model alone. It is the combination… — read more
-
The Missing Link in AI Coding: Why Specs Beat Prompts Every Time
A practical guide to specification-driven development with AI assistance. Artwork: “The Raft of the Medusa” (1819) by Théodore Géricault. As developers, we’ve all been there: a stakeholder describes a feature, we nod along thinking we get it, we spend days coding… and then comes the dreaded line — “That’s not quite what I meant.” Sound… — read more
-
Understanding GitHub Copilot: An AI Coding Assistant
In this article, I aim to shed light on the inner workings of GitHub Copilot, a tool that’s revolutionizing how developers write code. Whether you’re a seasoned developer or just curious about AI in coding, this exploration will offer insights into the algorithms and processes that power Copilot, helping you understand its functionality better. Overview… — read more