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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>The Ralph Playbook</title>
<meta
name="description"
content="A comprehensive guide to running AI coding loops with Geoff Huntley's Ralph methodology."
/>
<!-- Fonts -->
<link rel="preconnect" href="https://fonts.googleapis.com" />
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin />
<link
href="https://fonts.googleapis.com/css2?family=Plus+Jakarta+Sans:ital,wght@0,400;0,500;0,600;0,700;1,400;1,500&family=Space+Grotesk:wght@400;500;600;700&family=JetBrains+Mono:wght@400;500&display=swap"
rel="stylesheet"
/>
<style>
/* ==========================================================================
CSS Custom Properties
========================================================================== */
:root {
/* Font Families */
--font-heading: "Space Grotesk", sans-serif;
--font-body: "Plus Jakarta Sans", sans-serif;
--font-mono: "JetBrains Mono", monospace;
/* Type Scale (Minor Third ~1.2) */
--text-xs: 0.75rem; /* 12-13px */
--text-sm: 0.875rem; /* 14-15px */
--text-base: 1rem; /* 16-17px body */
--text-lg: 1.125rem; /* 18-19px leads */
--text-xl: 1.3rem; /* ~22px h4 */
--text-2xl: 1.55rem; /* ~26px h3 */
--text-3xl: 1.875rem; /* ~32px h2 */
--text-4xl: 2.25rem; /* ~38px h1 */
/* Line Heights - Calibrated Per Size */
--leading-tight: 1.15; /* display headings */
--leading-snug: 1.25; /* subheadings h3-h4 */
--leading-normal: 1.55; /* body text */
--leading-relaxed: 1.65; /* lead paragraphs */
--leading-code: 1.5;
/* Spacing */
--space-xs: 0.25rem;
--space-sm: 0.5rem;
--space-md: 1rem;
--space-lg: 1.5rem;
--space-xl: 2rem;
--space-2xl: 2.5rem;
--space-3xl: 4rem;
--space-4xl: 6rem;
/* Colors - Near monochrome with muted green accent */
--color-text: #333;
--color-text-muted: #555;
--color-text-faint: #888;
--color-heading: #1a1a1a;
--color-link: #2d5a27;
--color-link-hover: #1e3d1a;
--color-accent: #2d5a27;
--color-accent-light: #e8f0e7;
--color-bg: #ffffff;
--color-bg-subtle: #fafaf9;
--color-bg-code: #1e1e1e;
--color-border: #e5e5e3;
--color-border-strong: #d1d1cf;
/* Callout Colors - Desaturated/Lighter */
--color-note-bg: #f5f8fb;
--color-note-border: #5588bb;
--color-warning-bg: #fdfaf4;
--color-warning-border: #b89a50;
--color-danger-bg: #fdf7f7;
--color-danger-border: #b85555;
--color-tip-bg: #f6faf7;
--color-tip-border: #5a9a6a;
/* Content Width */
--content-width: 720px;
--content-width-wide: 900px;
--toc-width: 220px;
}
/* ==========================================================================
Base Styles
========================================================================== */
*,
*::before,
*::after {
box-sizing: border-box;
}
html {
font-size: 15px;
scroll-behavior: smooth;
}
@media (min-width: 640px) {
html {
font-size: 15px;
}
}
@media (min-width: 1024px) {
html {
font-size: 15px;
}
}
body {
font-family: var(--font-body);
font-size: var(--text-base);
font-weight: 400;
line-height: 1.65;
font-optical-sizing: auto;
color: var(--color-text);
background: var(--color-bg);
margin: 0;
padding: 0;
-webkit-font-smoothing: antialiased;
-moz-osx-font-smoothing: grayscale;
font-feature-settings: "kern" 1, "liga" 1;
letter-spacing: 0;
text-rendering: optimizeLegibility;
}
/* Hyphenation control */
p,
li {
hyphens: auto;
text-wrap: pretty;
}
h1,
h2,
h3,
h4,
h5,
h6,
code,
pre {
hyphens: none;
}
:target {
scroll-margin-top: 2rem;
}
@media (prefers-reduced-motion: reduce) {
html {
scroll-behavior: auto;
}
* {
transition-duration: 0ms !important;
}
}
/* ==========================================================================
Layout
========================================================================== */
.page-wrapper {
display: flex;
justify-content: center;
min-height: 100vh;
}
.content-wrapper {
display: flex;
max-width: 1200px;
width: 100%;
padding: 0 var(--space-lg);
}
.main-content {
flex: 1;
min-width: 0;
max-width: var(--content-width);
padding: var(--space-xl) 0;
}
@media (min-width: 1024px) {
.main-content {
padding: var(--space-4xl) var(--space-xl);
}
}
/* Sidebar TOC */
.toc-sidebar {
display: none;
}
@media (min-width: 960px) {
.toc-sidebar {
display: block;
width: var(--toc-width);
flex-shrink: 0;
padding-left: var(--space-2xl);
}
.toc-nav {
position: sticky;
top: var(--space-4xl);
max-height: calc(100vh - var(--space-4xl));
overflow-y: auto;
padding-right: var(--space-md);
}
}
.toc-title {
font-size: var(--text-sm);
font-weight: 500;
letter-spacing: 0.01em;
color: var(--color-text-faint);
margin-bottom: var(--space-md);
}
.toc-list {
list-style: none;
padding: 0;
margin: 0;
}
.toc-link {
display: block;
padding: var(--space-xs) 0;
padding-left: var(--space-sm);
font-size: var(--text-sm);
color: var(--color-text-faint);
text-decoration: none;
border-left: 2px solid transparent;
transition: all 150ms ease;
}
.toc-link:hover {
color: var(--color-text-muted);
}
.toc-link.active {
color: var(--color-text-muted);
border-left-color: var(--color-border-strong);
font-weight: 500;
}
.toc-link--nested {
padding-left: var(--space-lg);
font-size: var(--text-xs);
}
/* ==========================================================================
Typography - Headings
========================================================================== */
.article-header {
margin-bottom: var(--space-3xl);
}
.article-title {
font-family: var(--font-heading);
font-size: var(--text-4xl);
font-weight: 700;
line-height: var(--leading-tight);
letter-spacing: -0.025em;
color: var(--color-heading);
margin: 0 0 var(--space-lg);
text-wrap: balance;
}
.article-subtitle {
text-wrap: balance;
font-size: var(--text-lg);
font-weight: 400;
line-height: var(--leading-relaxed);
color: var(--color-text-muted);
margin: 0;
}
.article-meta {
margin-top: var(--space-lg);
font-size: var(--text-sm);
color: var(--color-text-faint);
}
h2 {
font-family: var(--font-heading);
font-size: var(--text-3xl);
font-weight: 600;
line-height: var(--leading-tight);
letter-spacing: -0.02em;
color: var(--color-heading);
margin-top: 3.5rem;
margin-bottom: 1.25rem;
padding-top: var(--space-lg);
border-top: 1px solid var(--color-border);
text-wrap: balance;
}
h2:first-of-type {
margin-top: 0;
padding-top: 0;
border-top: none;
}
h3 {
font-family: var(--font-heading);
font-size: var(--text-2xl);
font-weight: 600;
line-height: var(--leading-snug);
letter-spacing: -0.015em;
color: var(--color-heading);
margin-top: var(--space-2xl);
text-wrap: balance;
}
h4 {
font-family: var(--font-heading);
font-size: var(--text-xl);
font-weight: 500;
line-height: var(--leading-snug);
letter-spacing: -0.01em;
color: var(--color-heading);
margin-top: var(--space-xl);
text-wrap: balance;
}
h5 {
font-family: var(--font-heading);
font-size: var(--text-base);
font-weight: 500;
line-height: var(--leading-normal);
color: var(--color-heading);
margin-top: var(--space-lg);
margin-bottom: var(--space-md);
text-wrap: balance;
}
/* ==========================================================================
Typography - Body
========================================================================== */
p {
margin: 0 0 1.25rem;
}
.lead {
font-size: var(--text-lg);
line-height: var(--leading-relaxed);
color: var(--color-text-muted);
margin-bottom: var(--space-xl);
text-wrap: balance;
}
a {
color: var(--color-link);
text-decoration: underline;
text-decoration-thickness: 1px;
text-underline-offset: 2px;
transition: color 150ms ease;
}
a:hover {
color: var(--color-link-hover);
}
strong,
b {
font-weight: 600;
}
em {
font-style: italic;
}
small {
font-size: var(--text-sm);
}
/* ==========================================================================
TL;DR Box
========================================================================== */
.tldr {
background: var(--color-accent-light);
border-radius: 3px;
border-left: 3px solid var(--color-accent);
padding: var(--space-lg) var(--space-xl);
margin-bottom: var(--space-3xl);
}
.tldr-title {
font-size: var(--text-sm);
font-weight: 500;
text-transform: uppercase;
letter-spacing: 0.06em;
color: var(--color-accent);
margin-bottom: var(--space-sm);
}
.tldr p:last-child {
margin-bottom: 0;
}
/* ==========================================================================
Code
========================================================================== */
code {
font-family: var(--font-mono);
font-size: 0.85em;
background: var(--color-bg-subtle);
padding: 0.15em 0.4em;
border-radius: 3px;
color: var(--color-text);
}
pre {
font-family: var(--font-mono);
font-size: 0.875rem;
line-height: var(--leading-code);
background: var(--color-bg-code);
color: #d4d4d4;
padding: var(--space-lg);
border-radius: 4px;
overflow-x: auto;
margin: var(--space-xl) 0;
}
pre code {
background: none;
padding: 0;
color: inherit;
font-size: 0.8125rem;
border-radius: 0;
}
.code-block {
position: relative;
margin: var(--space-xl) 0;
}
.code-block-header {
display: flex;
justify-content: space-between;
align-items: center;
background: #2d2d2d;
padding: var(--space-sm) var(--space-md);
border-radius: 4px 4px 0 0;
font-size: var(--text-sm);
color: #999;
}
.code-block-header + pre {
margin-top: 0;
border-radius: 0 0 4px 4px;
}
.copy-btn {
background: transparent;
border: 1px solid #555;
color: #999;
padding: var(--space-xs) var(--space-sm);
border-radius: 4px;
font-size: var(--text-xs);
cursor: pointer;
transition: all 150ms ease;
}
.copy-btn:hover {
background: #555;
color: #fff;
}
/* Syntax highlighting (minimal) */
.token-comment {
color: #6a9955;
}
.token-string {
color: #ce9178;
}
.token-keyword {
color: #569cd6;
}
.token-function {
color: #dcdcaa;
}
.token-variable {
color: #9cdcfe;
}
/* ==========================================================================
Lists
========================================================================== */
ul,
ol {
margin: 0 0 var(--space-lg);
padding-left: var(--space-lg);
}
li {
margin-bottom: var(--space-sm);
line-height: var(--leading-normal);
}
li > ul,
li > ol {
margin: var(--space-sm) 0 0;
}
/* ==========================================================================
Tables
========================================================================== */
.table-wrapper {
overflow-x: auto;
margin: var(--space-xl) 0;
border-radius: 4px;
border: 1px solid var(--color-border);
}
table {
width: 100%;
border-collapse: collapse;
font-size: var(--text-sm);
font-feature-settings: "tnum" 1, "lnum" 1;
}
thead {
border-bottom: 2px solid var(--color-border);
}
th {
text-align: left;
padding: var(--space-sm) var(--space-md);
background: var(--color-bg-subtle);
font-weight: 600;
font-size: var(--text-xs);
text-transform: uppercase;
letter-spacing: 0.04em;
color: var(--color-text-muted);
text-wrap: pretty;
}
td {
padding: var(--space-sm) var(--space-md);
border-bottom: 1px solid var(--color-border);
vertical-align: top;
text-wrap: pretty;
}
tr:last-child td {
border-bottom: none;
}
td:first-child {
font-weight: 500;
}
td code {
font-size: 0.85em;
}
/* ==========================================================================
Blockquotes & Callouts
========================================================================== */
blockquote {
margin: var(--space-xl) 0;
padding: 0 0 0 var(--space-lg);
border-left: 2px solid var(--color-border-strong);
color: var(--color-text-muted);
font-style: italic;
}
blockquote p:last-child {
margin-bottom: 0;
}
.callout {
margin: var(--space-xl) 0;
padding: var(--space-lg) var(--space-xl);
border-radius: 2px;
border-left: 2px solid;
}
.callout > *:last-child {
margin-bottom: 0;
}
.callout-title {
font-weight: 600;
/* font-size: var(--text-sm); */
margin-bottom: 1rem;
display: flex;
align-items: center;
gap: var(--space-sm);
}
.callout-note {
background: var(--color-note-bg);
border-color: var(--color-note-border);
}
.callout-note .callout-title {
color: var(--color-note-border);
}
.callout-warning {
background: var(--color-warning-bg);
border-color: var(--color-warning-border);
}
.callout-warning .callout-title {
color: var(--color-warning-border);
}
.callout-danger {
background: var(--color-danger-bg);
border-color: var(--color-danger-border);
}
.callout-danger .callout-title {
color: var(--color-danger-border);
}
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<body>
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<!-- HTML-ONLY: Article header with subtitle and source link -->
<header id="intro" class="article-header">
<h1 class="article-title">The Ralph Playbook</h1>
<p class="article-subtitle">
A comprehensive guide to running autonomous AI coding loops.
</p>
<div class="article-meta">
<p style="margin-bottom: .5rem;">
Thought up by
<a href="https://x.com/GeoffreyHuntley">Geoff Huntley</a> · Regurgitated by
<a href="https://x.com/ClaytonFarr">Clayton Farr</a>
</p>
<p>
Original source -
<a href="https://ghuntley.com/ralph/">ghuntley.com/ralph</a>
</p>
</div>
</header>
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<!-- HTML-ONLY: TL;DR summary box -->
<div class="tldr">
<div class="tldr-title">TL;DR</div>
<p>
<strong>Ralph</strong> is an autonomous coding methodology that
runs Claude in a continuous loop, using file-based state to
maintain context across iterations. Each loop: read plan → pick
task → implement → test → commit → clear context → repeat.
</p>
<p>
<strong>Why it works:</strong> Fresh context each iteration keeps
the AI in its "smart zone." File-based memory (specs, plan, agents
file) persists learnings. Backpressure (utilities, tests, builds)
forces self-correction.
</p>
<p>
<strong>Key files:</strong> <code>PROMPT.md</code> (instructions)
+ <code>AGENTS.md</code> (operational guide) +
<code>IMPLEMENTATION_PLAN.md</code> (task list) +
<code>specs/*</code> (requirements)
</p>
</div>
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<nav class="inline-toc" aria-label="Table of contents">
<div class="inline-toc-title">On This Page</div>
<ul>
<li><a href="#workflow">Workflow</a></li>
<li><a href="#key-principles">Key Principles</a></li>
<li><a href="#loop-mechanics">Loop Mechanics</a></li>
<li><a href="#files">Files</a></li>
<li><a href="#enhancements">Enhancements?</a></li>
</ul>
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<!-- Introduction -->
<section>
<p>
December 2025 boiled
<a href="https://ghuntley.com/ralph/">Ralph's</a> powerful yet
dumb little face to the top of most AI-related timelines.
</p>
<p>
I try to pay attention to the crazy-smart insights
<a href="https://x.com/GeoffreyHuntley">@GeoffreyHuntley</a>
shares, but I can't say Ralph really clicked for me this summer.
Now, all of the recent hubbub has made it hard to ignore.
</p>
<p>
<a href="https://x.com/mattpocockuk/status/2008200878633931247"
>@mattpocockuk</a
>
and
<a href="https://x.com/ryancarson/status/2008548371712135632"
>@ryancarson</a
>'s overviews helped a lot - right until Geoff came in and
<a href="https://x.com/GeoffreyHuntley/status/2008731415312236984"
>said 'nah'</a
>.
</p>
<figure>
<img
src="https://raw.githubusercontent.com/ClaytonFarr/ralph-playbook/main/references/nah.png"
alt="Geoff Huntley responding 'nah' to various Ralph interpretations"
width="500"
/>
</figure>
<h3>So what is the optimal way to Ralph?</h3>
<p>
Many folks seem to be getting good results with various shapes -
but I wanted to read the tea leaves as closely as possible from