The Wayfinder

EST. 2026

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ISSUE NO. 004

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Hot Blooded

The Workflow That Actually Makes Vibe Coding Work

The Chaos Isn’t the Code

I kept getting stuck. Not with the code itself — with the mess that happens when you skip the thinking and jump straight to building. You end up reworking things you shouldn’t have built in the first place.

So I built a system to fix that. I posted a condensed version on Reddit and it hit nearly 7,000 views and 32 shares. This is the full version.

A developer’s notebook and laptop on a clean desk, planning session in progress

Before any of this starts, I validate the idea. Is it worth building? AI can’t answer that. That takes your judgment. Once I decide a project is worth the time — whether it’s for work, family, or a personal tool — here’s the exact workflow I use.


Step 1: Brain Dump → Gemini

Hit the transcribe button on your voice notes app. Say everything you’re thinking. Paste it into Gemini and ask for a detailed one-to-two page summary.

Take that summary into Notion. Edit it. Get your thoughts lined up. Paste it back into Gemini and have a conversation. Export and refine.

Keep it to one or two pages. Anything longer is too much for your brain to work with when it’s still in creative mode.

Step 2: Foundational Spec → Claude

Take that refined doc and paste it into Claude. Tell it: “We’re building a foundational spec for Claude Code.” It knows what to do. Let it beef it up.

This document becomes the anchor for everything that follows.

Step 3: GitHub Repo + Two Critical Files

Create a repo. Add the foundational spec as overview.md. Then add a second file: Project Protocol.md.

The Project Protocol is the piece most people are missing.

" Most vibe coding problems aren't code problems. They're planning problems. Fix the plan, and the code mostly takes care of itself. "

— Keith Groben

It’s not just a prompt. It’s a working agreement between you and Claude Code that defines exactly how every project runs. The core of it is this:

We do not build what we have not defined. We do not define what we have not questioned. We do not move to the next phase until the current one is validated.

Here’s what the protocol actually enforces:

Phase Zero — Discovery & Ambiguity Clearing. Before a single line of code is written, Claude asks every question it needs to accurately scope the project — grouped by category, not fired one at a time. Purpose, users, tech stack, integrations, constraints, dependencies. Phase Zero isn’t done until Claude can say: “I have no remaining questions that would change how I scope this project.” Then it produces a one-page summary. You approve it. Nothing moves until you do.

Milestone Scaffolding. Once Phase Zero is locked, Claude maps the entire project into logical phases before any issues get created. Each milestone gets a name, a one-sentence goal, a list of deliverables tagged as [ME], [CLAUDE], or [TOGETHER], and a specific, testable validation method. “It works” doesn’t count. “The webhook fires and n8n receives the payload confirmed in the execution log” counts.

Issue Generation — Phase by Phase. You tell Claude which milestone to issue out. It presents all issues for review first. You approve. Only then does it write them to GitHub.

Session Continuity. Every session opens with a status check: what milestone you’re in, what issues are open, in progress, and closed, and what’s next. If you start a session without context, Claude asks which project and milestone before it does anything else.

The last line in my protocol doc: It’s all in the reflexes.

You can grab the full Project Protocol here: keithgroben.notion.site/Project-Protocol

Blueprint-style technical diagram on paper, showing project phases and structure

Step 4: Claude Code CLI — Not the App

In the CLI, say: “Read my overview, read my Project Protocol md, create Phase 0 and all phases.”

This takes time. Once it’s done, you chat through the Phase Zero questions — all the ambiguous stuff that would have caused rework later. Then Claude writes out the phases. Depending on the project, that can be a few minutes or a few hours.

Use the CLI. The app doesn’t have full permissions for GitHub issue creation, and that’s a core part of how this works.

Step 5: Get to Work

From here, every session is simple. Open Claude Code in your CLI. Ask: “What’s next?” It finds the open issues and you go.

After each issue completes, ask: “How do I validate this works?” Then check it yourself instead of burning credits on Claude checking its own work. If it’s just you running the project, keep your budget tight.


The Foundation Comes First

There’s a pattern in Proverbs that keeps showing up in my work life. Plan before you build. Think before you act. Wisdom is in the preparation, not the motion.

" By wisdom a house is built, and through understanding it is established; through knowledge its rooms are filled with rare and beautiful treasures. "

Proverbs 24:3-4

I used to think working fast was the same as working well. It isn’t. Jumping straight into building — with AI or without — is just another way of trusting your gut over your plan. And your gut is wrong more often than you think.

The Project Protocol isn’t about slowing down. It’s about making sure every move you make is the right move. When Phase Zero is done right, the rest of the project accelerates. You’re not reworking decisions you should’ve made at the beginning.

“The plans of the diligent lead to profit as surely as haste leads to poverty.” — Proverbs 21:5

What would it look like to bring that same discipline to every project you start — not just the code ones? The principle works in your business, your crew, your estimates. Define it before you build it. Validate it before you move on.


The Full Project Protocol

The complete working agreement Keith uses with Claude Code — Phase Zero questions, milestone scaffolding, issue generation rules, and session continuity protocol.

Grab the doc

Claude Code Documentation

The official Claude Code docs — everything you need to get the CLI running and understand what it can do for your builds.

Read the docs

Further Learning

Frequently Asked Questions

What is vibe coding and why does it keep failing?
Vibe coding is the practice of building software by prompting AI instead of writing every line yourself. It fails most often because people skip the planning phase and jump straight to building — which means the AI is working from an incomplete picture and you’re constantly course-correcting.
What is a Project Protocol for Claude Code?
A Project Protocol is a markdown document you store in your GitHub repo that sets the working rules for every Claude Code session. It defines how phases are structured, how questions get asked before any code is written, and how sessions pick back up with full context. It’s a working agreement, not just a prompt.
Do I need to use Claude Code CLI instead of the app?
For this workflow, yes. The Claude Code CLI has full permissions for GitHub issue creation, which is a core part of how the system tracks and manages project work. The app version doesn’t support that.

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