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Vibe Code Academy
Workflow Library

AI Development Workflows

Proven techniques from top builders. Step-by-step workflows to accelerate your AI-assisted development.

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15 workflows
Autonomous Loops1:33:43

Compound Product Workflow

Automated product development pipeline: daily cron analyzes data, generates insights, creates PRDs, implements fixes, and opens PRs—all overnight. Wake up to improvements already implemented.

RC

Ryan Carson

Founder, Untangle

5 stepsView workflow
Autonomous Loops1:49:48

Ralph Loop (Task JSON Loop)

An autonomous task execution loop using JSON-based task tracking. Agent reads tasks, executes them, marks completion, and continues until all done. Named after Ralph Wiggum.

RC

Ryan Carson

Founder, Untangle

4 stepsView workflow
Autonomous Loops5:29:51

Compound Engineering Workflow

Four-phase development workflow: Plan → Work → Review → Compound. Separates planning from execution, includes review cycles, and compounds improvements over time by feeding learnings back into the system.

KK

Kieran Klaassen

GM of Quora, Every

4 stepsView workflow
Autonomous Loops2:47:28

Clawdbot 24/7 Agent

An always-running Claude Code instance on a Mac Mini that manages GitHub, email, and Slack through Telegram. Uses Opus as orchestrator with Codex sub-agents for coding tasks.

NE

Nat Eliason

Author & Founder, Independent

5 stepsView workflow
Automation2:44:26

Recursive PR Review Workflow

Automated PR review that reviews its own suggestions, creates follow-up issues, implements necessary fixes, and loops until the PR is ready. Close a PR and it evaluates and implements follow-ups.

NE

Nat Eliason

Author & Founder, Independent

5 stepsView workflow
Automation2:53:09

Sentry → Slack → Auto-Fix Pipeline

Automated bug fixing: Sentry detects production error → sends to Slack channel → tags Clawdbot → Clawdbot analyzes and spawns Codex agent → fix PR opened automatically.

NE

Nat Eliason

Author & Founder, Independent

5 stepsView workflow
Architecture0:25:42

Agent-Native Architecture

Design principles for building apps with agents at their core: Parity (agents can do what users can), Granularity (tools smaller than features), and Skills (organized capabilities). Every button press is a prompt.

DS

Dan Shipper

CEO & Co-founder, Every

4 stepsView workflow
Debugging0:42:41

Ben's Debugging Pattern

Systematic debugging workflow: validate the issue, list all potential causes, go through them systematically, use agent browser to test. Remember: it's always your fault.

BT

Ben Tossell

Founder, Ben's Bites

4 stepsView workflow
Debugging0:32:44

Session Sharing Workflow

Export AI coding sessions to HTML for sharing, learning, and debugging. See exactly what you said to the agent and what it did. Learn by poking around others' sessions.

BT

Ben Tossell

Founder, Ben's Bites

4 stepsView workflow
Consulting2:03:05

Deck Generation Workflow

Generate professional presentations from raw ideas using a Claude Code plugin. Goes from conversation to blueprint to visual direction to final deck with AI-generated illustrations—all in 15 minutes.

NA

Nityesh Agarwal

Consulting Team, Every

4 stepsView workflow
Writing2:16:04

AI Writing Partner Workflow

Use Claude Code to audit, plan, and improve code for editorial tools. Combine compound engineering principles with natural language interaction in the desktop app for non-technical builders.

KP

Katie Parrott

Lead Writer, Every

4 stepsView workflow
Automation1:02:22

Ash's Personal AI Suite

Build a personal AI suite with multiple specialized agents you talk to all day via Slack, email, and text. Central hub architecture where everything ties together and agents have access to your full context.

AM

Ashe Magalhaes

Founder, Harf

4 stepsView workflow
Creative3:16:14

Tina's Creative Vibe Coding

A meditation-like approach to creative coding focused on joy and play. Build personal operating systems, fun apps for friends, and explore what's possible when cost of creation approaches zero.

TH

Tina He

Partner, Pace Capital

4 stepsView workflow
Automation3:32:14

iOS Production Vibe Coding

Use Claude to build production iOS features for apps with hundreds of thousands of users. Let AI handle UI while you focus on complex integrations like iOS-Unity bridges.

PD

Paula Dozsa

Builder, Portola

4 stepsView workflow
Automation2:40:47

Conductor GUI Workflow

Visual interface for managing multiple AI coding projects. Switch between projects, models, and worktrees without terminal commands. GUIs are back—we speed-ran the DOS era.

NE

Nat Eliason

Author & Founder, Independent

4 stepsView workflow