From the terminal
Posts about autonomous coding, spec generation, and the Ralph loop technique.
How to Run Ralph Loops with OpenAI Codex CLI — Step-by-Step Tutorial
A practical guide to running autonomous Ralph loops with OpenAI Codex CLI and Wiggum CLI. Same structured plan-implement-test-verify-PR workflow, different coding agent.
What Is Wiggum CLI? The Autonomous Coding Agent That Ships Features While You Sleep
Wiggum CLI is an open-source AI agent that scans your codebase, generates specs through AI interviews, and runs autonomous coding loops. Here's how it works and why it's different.
What Is the Ralph Loop? How Autonomous Coding Loops Work
The Ralph loop is an autonomous coding methodology that breaks feature development into structured phases. Here's how it works with Claude Code, Codex CLI, and Wiggum CLI.
Wiggum CLI vs Ralph Wiggum Bash Scripts: Why Specs Matter
Dozens of bash scripts wrap Claude Code in a loop and call it 'Ralph Wiggum.' Here's how Wiggum CLI differs — and why spec generation changes everything.