Tutorial Articles
Tutorial Articles
Deploying the Ralph Wiggum Technique: A Step‑by‑Step Tutorial
If you want to build AI software more quickly and reliably, learn how Geoff Huntley’s Ralph Wiggum technique turns a single LLM into an autonomous developer. This guide walks you through the three‑phase workflow, shows the two prompt templates for planning and building, and hands you a ready‑to‑run bash loop that automatically commits and pushes each iteration. You’ll see how to structure specs, generate a smart implementation plan, and use backpressure with tests. By the end you’ll be able to set up the repo, run the loop on any project, and trust the LLM to steer itself toward the final product while keeping your codebase clean and version‑controlled.
Code Anywhere: A 5‑Minute Smartphone Remote‑Coding Guide
Discover how to turn your smartphone into a powerful development workstation. This tutorial walks you through setting up a 24/7 laptop, installing Tailscale and Termius, enabling SSH, and using Claude Code for AI‑assisted coding—all in under five minutes. Whether you’re on a train, in a coffee shop, or traveling abroad, you’ll learn how to code on the go with minimal setup and maximum productivity. Follow these steps, troubleshoot common connection hiccups, and start coding from your phone today!
Localflare: A Practical Local Dashboard for Cloudflare Workers
Localflare turns your local Workers development environment into a full‑stack dashboard that lets you browse D1 databases, KV namespaces, R2 buckets, Durable Objects, and queues without modifying code. This tutorial walks through installation, quick start, attach mode for custom dev workflows, and browser troubleshooting, showing how to get a visual studio‑like experience for Cloudflare Workers projects.
Automate Faceless Video Creation & Scale Revenue in 4 Weeks
Discover the ultimate guide to automating faceless short‑form and long‑form video content across YouTube, TikTok, Instagram, and Facebook. Learn how to move from idea to script, generate AI‑driven videos, schedule posts, and monetize instantly. The step‑by‑step curriculum covers the best tools, workflow hacks, niche selection, and platform strategies, all from a free trial of Syllaby.io. Save hours of creative work, launch multiple channels, and start generating $1,000+ per month within weeks. Get the full roadmap, templates, and real‑world success stories in one easy‑to‑follow resource.
Ultimate Guide to Claude Code Setup: Hooks, Skills & Actions
Discover how to turn your repository into a smart, AI‑powered teammate with Claude Code. This tutorial walks through creating the .claude folder, configuring hooks and agents, setting up MCP servers for JIRA and GitHub, enabling LSP for real‑time code insight, and wiring GitHub Actions for automated quality checks and scheduled maintenance. With code snippets, directory layouts, and best‑practice tips, you’ll learn how to build reusable skills, slash commands, and automated review workflows. Ready to boost productivity and enforce consistency across your codebase? Read on for the complete, hands‑on guide.
Embed Static Files into Your Go Binary Using statik
If you’re developing a Go application with a web front‑end, you’ll often need to bundle static assets like HTML, CSS, JavaScript, and images. Hand‑carrying those files or deploying them separately can be error‑prone. The statik tool solves this by embedding an entire directory into your Go binary. In this tutorial you’ll learn how to install statik, generate the embedded source, filter file types, access files at runtime, and serve them with an HTTP server. Following the step‑by‑step example will let you ship a single binary, simplify deployment, and maintain deterministic builds.
Mastering Playwright Screenshots: A Comprehensive Guide
Playwright is a powerful automation library, and its screenshot capabilities are essential for visual regression testing, debugging, and documentation. This article dives deep into how to effectively capture full-page or specific element screenshots, compare them for visual changes, and integrate these practices into your development workflow. Learn to leverage Playwright's robust features for reliable visual validation and enhanced debugging.
Reverse Engineering Claude Code: A Technical Guide
Discover how to reverse engineer the complex code behind Claude Code using advanced LLM techniques. This comprehensive guide breaks down the process, from monkey patching API requests to utilizing a custom log visualization tool. Learn the methodologies behind understanding Claude Code's core workflows, context compaction, IDE integration, and short-term memory management. Whether you're a developer looking to understand AI agent architecture or a researcher exploring LLM applications, this article provides a deep dive into the practical steps and insights gained from dissecting a 4.6MB minified JavaScript file. Explore the analysis results and understand the prompts and tool designs that power this cutting-edge technology.
Happy-LLM: Comprehensive Guide to Large Language Models
Dive into the world of Large Language Models (LLMs) with Happy-LLM, a free and open-source tutorial project by Datawhale. This systematic guide takes you from NLP fundamentals to hands-on LLM implementation, covering Transformer architecture, pre-trained models, and practical application development. Learn to build and fine-tune your own LLM, explore RAG and Agent technologies, and gain a deep understanding of the AI revolution. Ideal for students, researchers, and LLM enthusiasts eager to master the intricacies of modern AI.
Mastering GRPO: Train Reasoning LLMs with Unsloth Efficiently
Dive into the world of Reinforcement Learning (RL) and discover how advanced techniques like GRPO revolutionized AI model training. This article breaks down core RL concepts, explains the difference between PPO and GRPO, and reveals how Unsloth’s cutting-edge optimizations slash GPU VRAM requirements by over 90%. Learn to train powerful reasoning Large Language Models (LLMs) on consumer-grade hardware, optimize your training workflow, and design effective reward functions. From foundational principles to practical implementation tips, unlock the secrets to building smarter, more efficient AI with Unsloth.