How to Run the Codex CLI in an Autonomous Loop
Wire OpenAI’s Codex CLI into a Ralph loop with one flag, pass model and approval flags after the separator, and let it grind through your task list inside a sandbox.
Ralph Loop Blog
Ralph Loop vs One-Shot Prompting: Why Iteration Beats a Single Prompt
One-shot prompting solves small changes in a single response and stalls on hard ones. A Ralph loop iterates with fresh context and tests until the work is actually done.
Context Engineering for Long-Running Agents: Beating Context Rot With the Filesystem
Long-running agents lose the plot when one context window fills up. Start each iteration fresh and keep durable state on disk so progress never lives in chat history.
How to Run Claude Code in a Loop (Autonomous Coding That Ships While You Sleep)
Run Claude Code in an autonomous loop that keeps a fresh context every iteration, stops on an explicit completion promise, and stays sandboxed.
Who Invented the Ralph Technique? Geoffrey Huntley and the Bash Loop That Stuck
Geoffrey Huntley popularized the Ralph technique by running a coding agent in a plain Bash loop until a working programming language fell out the other end. Here is where the idea came from and why it stuck.
How to Run AI Coding Agents in Docker Sandboxes Safely
Give an autonomous coding agent a real boundary instead of trusting its permission prompts. Here is how Docker Sandboxes isolate an agent in YOLO mode without exposing your machine.
Spec-Driven Development With AI: PRDs, Task Lists, and Breakdown
Spec-driven development hands an AI coding agent a PRD, a task list, and acceptance criteria instead of a vague prompt. Here is the full workflow and how Ralph runs it.
How to Run an AI Coding Agent Overnight (For Days) Without Losing the Plot
Long autonomous runs fail on three axes (context, cost, crashes). Here is the architecture that keeps an AI coding agent productive overnight and across days.
Agentic Coding CLIs: How to Run Claude Code, Codex, Cursor and More in a Loop
An agentic coding CLI is an AI agent you drive from the terminal. Here is the field guide to the six Ralph supports and how to run any of them in a loop.
What Is the Ralph Technique? The Autonomous AI Coding Loop, Explained
The Ralph technique runs a coding agent in a loop until it signals completion. Fresh context each iteration, state on disk, and a promise tag that tells the loop when to stop.