Blogify Logo

How I Built My Vibe Coding Workflow Using AI: Practical Prompts, Tangents, & Surprises

DW

Doc Williams

Dec 2, 2025 11 Minutes Read

How I Built My Vibe Coding Workflow Using AI: Practical Prompts, Tangents, & Surprises Cover

Confession time: My experiments with vibe coding weren't exactly planned. It started as a midnight detour—a classic "let's just see what this AI can do" moment. Oddly enough, I ended up ditching sticky notes and countless browser tabs for a workflow that's equal parts streamlined and, frankly, kind of fun. Today, I'm breaking down how AI took my vague ideas and turned them into a full-blown newsletter/blog operation—plus a few rabbit holes along the way.

Prompt Engineering: The Unsung Vibe Coding Secret

If there’s one thing that’s transformed my workflow more than any other, it’s prompt engineering. In the world of prompt-based development and ai-driven code generation, the way you talk to your AI is everything. I discovered this not in a formal training, but during a late-night session, chasing a hunch that maybe—just maybe—my prompts could be better. What happened next changed my entire approach to ai-powered development.

The Late-Night Hunch That Changed Everything

It started with a simple frustration: I was tired of rewriting the same instructions for every new coding task or newsletter format. The AI would give me good examples, but I wanted something reusable, something I could drop into Notion or ChatGPT and just go. So, I asked a question that seemed almost too obvious: “Can you provide the prompt that I would give the AI for it to take a subject and have the format for the newsletter?”

To my surprise, the AI responded with a clean, reusable prompt template. It was like unlocking a secret level in a game. Suddenly, I had a natural language input that I could tweak, update, and use over and over. This wasn’t just about saving time—it was about building a foundation for consistent, repeatable results.

The Magic Phrase: “Can You Provide the Prompt for Me?”

Here’s where the real magic happened. By simply asking the AI to “provide the prompt for me,” I shifted the dynamic. Instead of guessing at the best way to phrase my requests, I let the AI generate the structure. This single phrase became my secret weapon for ai-powered development.

The AI didn’t just give me an answer—it gave me a template. I could now plug in any subject, and the AI would handle the rest, following the format I needed. This approach bridges the gap between my ideas and ai-driven code generation, making the process smoother and much more efficient.

This is a gamechanger...now you can save tons of time and get to impact your community, change your business, change the world.

Prompt Templates: Skipping the Guesswork

One of the biggest breakthroughs was realizing I could ask for a quick-use AI instruction card—a single, copy-paste template for tools like Notion or ChatGPT. No more rewriting instructions or worrying about missing details. The AI created a format that I could use instantly, every time.

  • Consistency: Every output followed the same structure, making my workflow predictable and reliable.
  • Reusability: I could store these prompt templates in Notion, ready to deploy for any project.
  • Scalability: As my needs grew, I could update the template or create new ones for different use cases.

This isn’t just about convenience—it’s about accelerating your workflow. Effective prompts are at the heart of vibe coding. With a clear, structured prompt, you can guide the AI to deliver exactly what you need, every time.

How to Build Your Own Prompt Templates

  1. Think about what you’re trying to create: What’s the end result?
  2. Define the format: Is it a newsletter, a code snippet, a blog outline?
  3. Clarify the use case: Who is the audience? What’s the goal?
  4. Ask the magic question: “Can you provide the prompt for me?”
  5. Save and reuse the template in your favorite tool (Notion, ChatGPT, etc.).
Example: Newsletter Prompt Template
"Take the following subject: [Insert Subject]. Write a newsletter in the following format: [Insert Format Details]."

With this template, I can swap out the subject or tweak the format as needed. The AI does the heavy lifting, and I focus on the creative direction.

Vibe Coding Thrives on Clear Prompts

The secret sauce of prompt-based development is clarity. Sometimes, a single phrase or a well-structured template is all it takes to shift your workflow from chaotic to seamless. Prompt engineering isn’t just a technical skill—it’s the bridge between your ideas and the AI’s ability to bring them to life.

By leveraging reusable prompt templates and embracing the power of natural language input, you can streamline repetitive tasks, boost productivity, and unlock new creative possibilities. The right prompt is more than a shortcut—it’s the unsung secret of vibe coding success.


Newsletter and Blog Automation: Tangled Thoughts to Tidy Outputs

When I first set out to build a sustainable newsletter workflow for my Vibe Coding project, my content pipeline was, frankly, a mess. Ideas were scattered in various docs, blog post drafts were half-finished, and my newsletter schedule was more wishful thinking than reality. I needed a way to turn these tangled thoughts into tidy, actionable outputs—and that’s where AI-powered development stepped in.

Turning Chaos into a Week-by-Week Plan

The breakthrough came when I decided to treat my content creation like a coding project. Instead of manually outlining every article, I started by telling ChatGPT exactly what I was working on and what I wanted to achieve. As I explained:

So, bottom line, I told chat GPT what I was working on and I wanted to create a newsletter. Not only that, I wanted to create blog posts that are associated with the newsletter.

With just that prompt, the AI generated a complete 10-week content roadmap—each week mapped to a specific blog post and a corresponding newsletter. This wasn’t just a list of topics; it was a structured editorial calendar, ready for execution. In moments, my messy ideas were transformed into a clear, week-by-week plan, with deadlines and deliverables I could actually stick to.

  • Week 1–10: AI generated the entire article series roadmap instantly.
  • Each week paired a blog post with a newsletter, keeping messaging consistent.
  • All drafts and outlines were created in a single batch, ready for review and polish.

AI as My Editorial Co-Pilot

The real magic of blog automation came when I let the AI handle the first drafts. Instead of staring at a blank page, I could feed the AI my topic, my goals, and my preferred format. Within seconds, I’d have a draft for both the newsletter and the blog post—coherent, on-brand, and aligned with my overall content strategy.

This approach didn’t just save me time; it changed the way I worked. I estimate that AI cut my prep time by at least half. That’s not a scientific measurement, but it’s how it feels. I could batch-create content for weeks in advance, freeing up my schedule for more creative and strategic work.

  • Drafting: AI produced first drafts for newsletters and blogs in seconds.
  • Editing: My role shifted to refining and personalizing, not starting from scratch.
  • Batching: I could prepare multiple weeks’ worth of content in a single session.

Vibe Coding: Translating Thoughts into Structure

What made this workflow possible was the principle of vibe coding: using natural language prompts to generate structured, actionable project outputs. By describing my goals and preferences in plain English, I let the AI do the heavy lifting of organizing, outlining, and drafting. This is where AI-powered development shines—it scales editorial content creation rapidly, especially for long-term planning.

After describing my project to the AI, it generated a full 10-week content plan, including aligned blogs and newsletters—completely automating the process and letting me focus on what matters.

Personal Anecdote: The Handwriting Experiment

I’ll admit, I once tried to write a newsletter by hand after months of automation. I thought maybe I’d recapture some creative spark. By paragraph two, I gave up. The process felt slow, repetitive, and honestly, a little pointless. Why fight the robots on the stuff they do best? There’s no shame in letting automation handle the repetition, especially when it means I can focus on the parts of content creation that actually excite me.

Key Takeaways for Newsletter and Blog Automation
  • AI-powered vibe coding is ideal for automating editorial workflows and batch-creating content.
  • Breaking down content by weeks keeps projects sustainable and deadlines meaningful.
  • Letting AI handle repetitive drafting frees up time for creativity and strategy.

With the right prompts and a willingness to let go of manual busywork, AI can turn even the most tangled content pipeline into a tidy, efficient output machine.


Rabbit Holes, Magic Buttons, and The Imperfect Joy of Vibe Coding

If you’ve ever found yourself chasing tangents, following wild ideas, or getting lost in the creative weeds while coding, you already understand the heart of vibe coding. This workflow isn’t about perfect code or flawless execution. Instead, it’s about creative exploration, rapid iteration, and the joy of seeing what happens when you let AI help you break the rules. Vibe coding is less about achieving a polished end product on the first try and more about collaborative experimentation—sometimes with surprising, even delightful, results.

The real productivity edge of vibe coding comes from embracing the unexpected. When I first started using AI to help with code customization, I quickly realized that the process was less like following a recipe and more like cooking with a friend who improvises with whatever’s in the fridge. Sometimes the results are a little chaotic, sometimes they’re resourceful, and every now and then, they’re unexpectedly gourmet. If vibe coding were a kitchen, AI would be that friend who whips up amazing meals from leftovers—never quite the same twice, but always interesting.

One of the most transformative discoveries in my workflow was the concept of the one-click instruction card. I didn’t know I needed this shortcut until the AI offered it:

Would you want me to create that quick use version? That’s amazing. Yes, I want that.

With a single click, I could generate a reusable prompt or template, ready to paste into Notion, ChatGPT, or any other tool. No more rewriting instructions or re-explaining my goals each time. This “magic button” lowered the friction for future work, letting me focus on the fun part—creative exploration and rapid prototyping. It’s the lazy shortcut that supercharges productivity, and it’s a perfect example of how AI-driven code customization can give you a real productivity edge.

The beauty of vibe coding is that it welcomes imperfection. In fact, the weird outputs and mistakes are often where the magic happens. When you’re working with AI, you’re not just executing a plan—you’re collaborating with a tool that sometimes interprets your ideas in ways you never expected. Rapid iteration means you can try out wild ideas, see what sticks, and learn from the surprises along the way. Production-quality code will always benefit from careful review and refinement, but in the early stages, speed and idea generation are far more valuable.

Prompt-based development is especially powerful in a community setting. Sharing templates, instruction cards, and even half-baked ideas lets everyone build on each other’s work. I’ve put out blog posts where I invite others to “steal” my prompts, because the real value comes from seeing how different people riff on the same starting point. The flexibility of this approach means you can move fast, iterate often, and never worry too much about getting it perfect the first time.

Of course, not every experiment leads to gold. Sometimes you end up down a rabbit hole, chasing an idea that fizzles out. Other times, you stumble onto a magic button that unlocks a whole new workflow. The imperfect joy of vibe coding is in embracing both outcomes. Every tangent, every surprise, every “happy accident” is part of the creative journey. The more you let go of perfection, the more you open yourself up to discovery.

In the end, vibe coding is about giving yourself—and your AI collaborator—permission to play. It’s about using tools like one-click instruction cards to lower barriers and spark new ideas. It’s about accepting that the path to great code is rarely a straight line. And most of all, it’s about finding joy in the process, not just the product. So go ahead: steal my prompts, chase your own rabbit holes, and see what kind of magic you and your AI can create together. That’s the real productivity edge of vibe coding.

TL;DR: In a nutshell: Asking the right prompt in vibe coding (my magic phrase was "provide the prompt for me") unlocked next-level automation for my newsletters and blogs—and it might just do the same for you.

TLDR

In a nutshell: Asking the right prompt in vibe coding (my magic phrase was "provide the prompt for me") unlocked next-level automation for my newsletters and blogs—and it might just do the same for you.

More from Launch Labs