Most founders use AI to build products.

In this Captain’s Insight article, we show a different application: using vibe coding to automate the operational work behind your product — the repetitive setup, coordination, and admin that quietly consumes hours every week.

The episode walks through how we at Pirate Skills rebuilt its internal event system:

- 84 events planned for the year
- Google Calendar + Zoom connected via API
- Automated invitations, reminders, and follow-ups
- A custom Event Prep dashboard showing what’s done and what’s missing

What used to require ongoing manual coordination was reduced to half a day of setup — and will take roughly an hour next quarter.

This isn’t about building a bigger product.
It’s about removing friction from real work and letting internal tools compound.

WHO THIS IS FOR
- Founders who say: “I don’t have time to build with AI.”
- Builders who picked their stack but still feel overwhelmed
- Operators drowning in repetitive admin work
- Anyone curious how to start vibe coding without going fully public

IN THIS EPISODE
00:00:00 – Intro: vibe coding your real work
00:01:11 – “Where am I supposed to get the time?”
00:02:03 – The first internal tool that became a SaaS (Captain)
00:02:58 – The events problem (Christina + operational dependencies)
00:03:52 – The Event Prep dashboard concept
00:04:56 – “84 events” → why tooling beats doing it manually
00:05:46 – Why helper tools are insanely practical (the advantages)
00:09:15 – Giving AI access to Google Calendar + Zoom (API keys)
00:12:48 – The 3 questions to choose what to automate
00:14:59 – Build vs buy: “build for the gap” rule
00:22:21 – Compounding tools → your own operating system (“Ironman suit”)

DEEP DIVE LINKS
📖 Read the full article (with Ship Plan & prompts):
https://pirateskills.com/insights/vibe-code-your-real-work

🧪 Builder Lab — Monthly vibe coding workshop (next: March 18)
https://pirateskills.com/build/lab

📈 Growth Lab — Monthly vibe marketing workshop (next: March 11)
https://pirateskills.com/grow/lab

🏴‍☠️ Builder Forge — 6-week cohort (next: April 1st)
https://pirateskills.com/build/forge

🎧 Spotify
https://open.spotify.com/show/7kFl0BJiOYih8yqQTRR9SN?si=vS7cYQ3MTL6L2tFBlWZghw

🍎 Apple Podcasts
https://podcasts.apple.com/de/podcast/build-grow-repeat/id1870561487

🗓️ All upcoming events
https://pirateskills.com/events

💬 Connect with me
https://www.linkedin.com/in/bensufiani/

What happens when you move your business strategy, OKRs, and project management into your codebase — and let AI run it?

The counterintuitive discovery that kept me organized, productive, and sane as a solo founder: your codebase is a better home for business context than Notion, Asana, or Google Docs. Once AI can read your strategy, goals, and bottlenecks without you re-explaining them, planning and execution merge into the same conversation.

WHO THIS IS FOR

• A founder or builder drowning in scattered tools
• Tried Notion or Asana but still feel scattered
• Running a solo operation and need leverage, not overhead
  

IN THIS EPISODE

• 00:00:00 – Meet Jarvis, my vibe manager
• 00:01:10 – Why I moved my business out of Notion into code
• 00:05:20 – What is "vibe management"?
• 00:06:46 – The three layers: context brain, Cursor, Linear
• 00:09:07 – Live demo: voice planning with Wispr Flow
• 00:11:09 – AI executes a real task while I talk
• 00:15:07 – Why Linear + MCP is the missing piece
• 00:18:04 – Why vibe management feels therapeutic
• 00:21:03 – Real example: Vibe Hackathon built in hours
• 00:24:22 – The sycophancy question: will AI just agree?
• 00:29:21 – The future: AI agents as teammates
• 00:31:53 – Try the 7-Day Vibe Management Setup
  

TOOLS & RESOURCES MENTIONED

• 🖥️ Cursor (AI code editor): https://cursor.com
• 📋 Linear (project management): https://linear.app
• 🎙️ Wispr Flow (voice-to-text): https://wispr.com
• 🤖 Claude by Anthropic: https://anthropic.com
• 🔌 Linear MCP for Cursor: https://linear.app/integrations/cursor
• 📝 Cursor + Linear blog post: https://cursor.com/blog/linear

DEEP DIVE LINKS

• 📖 Full Article:
  https://pirateskills.com/insights/vibe-management
• 🧪 Growth Lab — Feb 11: Discuss this episode live with Ben, ask questions, and get help setting up your own vibe management system: https://pirateskills.com/grow/lab/2026-02-11
• 🎧 Spotify: https://open.spotify.com/show/7kFl0BJiOYih8yqQTRR9SN
• 🍎 Apple Podcasts: https://podcasts.apple.com/us/podcast/build-grow-repeat/id1870561487
• 🗓️ All upcoming events:
  https://pirateskills.com/events
• 💬 Connect with me on LinkedIn:
  https://www.linkedin.com/in/bensufiani/

What does AI change about message testing and marketing decisions?

In this episode, I walk you through how I use AI to turn message testing from a “nice-to-have” into a repeatable, data-driven system.

As a growth marketer, I’ve always believed in testing — but like most teams, it often slipped to a B-priority because it took too long. AI changes that completely. What used to take weeks of creative work, coordination, and iteration can now be done in hours — if you structure it correctly.

I break down my full end-to-end workflow, using a real campaign for Vibe Coding Cologne, including positioning, angle generation, AI creatives, Meta Ads experiments, and how to interpret the data without fooling yourself.

This is not theory. It’s real spend, real numbers, and a few uncomfortable lessons where my own assumptions lost.

We talk about:

- Why most marketers get stuck on a “local maximum” in their messaging
- How AI collapses the cost and speed of message testing
- Using positioning frameworks (April Dunford) to generate better angles
- Letting AI create options — and humans curate decisions
- Image vs. video ads: what actually converted better
- CTR vs. conversions and why deeper funnel signals matter more
- Why your favorite message is often not the best one
- How to kill losing messages early and double down on winners

This episode is especially relevant if you’re:

- A founder or operator doing your own growth
- A marketer tired of guessing what should work
- Running B2B or community-driven campaigns
- Using AI and want leverage — not noise

Timestamps

00:00:00 – Why message testing matters (and why we avoid it)
00:02:00 – The “local maximum” problem in marketing
00:05:10 – How AI changes the economics of testing
00:07:20 – Positioning before creatives (April Dunford framework)
00:11:10 – Adding pain points to strengthen AI outputs
00:13:30 – Defining the campaign and ideal customer profile
00:15:40 – Generating strong message angles with AI
00:18:50 – Creating AI image creatives fast
00:23:10 – Turning static images into video ads
00:26:20 – Building a reusable prompt & style library
00:30:00 – Structuring Meta Ads for message testing
00:34:30 – Budgets, ad sets, and what’s “enough” data
00:38:30 – CTR vs. conversion tracking
00:42:40 – Reading the first real results
00:47:20 – The surprising winner: community beats autonomy
00:52:30 – Images vs. videos: what actually converted
00:56:50 – Why Meta attribution is not the source of truth
01:01:40 – Verifying results in your own database
01:05:20 – What this taught me about my audience
01:08:50 – How to scale winners and kill losers
01:11:40 – Final advice: stop guessing, start testing

LINKS

📖 Full Article: https://pirateskills.com/insights/message-testing

🧪 Join a free Growth or Builder Lab: https://pirateskills.com/events

💬 Follow on LinkedIn: https://www.linkedin.com/in/bensufiani/

What does AI actually change for non-technical operators?

In this conversation, I’m joined by Anna Nadeina, Head of Growth at saas.group and host of the SaaS Unbound podcast. Anna has spent years working with founders and SaaS teams — without a technical background — and now sits front-row as AI reshapes how modern companies operate.

We talk about:

- How non-technical marketers and operators can really use AI
- The moment AI stopped being a gimmick and became a daily work tool
- Practical AI workflows in content, growth, and podcasting
- Why tools like ChatGPT, Riverside, and Descript change leverage — not just speed
- Where human judgment still matters (and always will)
- What founders and operators should focus on now instead of chasing tools

This episode is especially relevant if you’re:
- A non-technical founder or operator
- A growth marketer navigating AI tools
- Building or operating SaaS products
- Curious how AI fits into real workflows — not demos

00:00:00 – Intro & why this conversation matters
00:02:10 – Anna’s background: marketer, operator, non-technical by choice
00:05:00 – Working in a founder-heavy, technical SaaS world
00:08:10 – First real exposure to AI in everyday work
00:11:30 – When AI stopped being hype and became useful
00:15:00 – How non-technical operators actually learn AI
00:18:40 – AI workflows in growth, content, and marketing teams
00:22:30 – Podcasting with AI: tools, leverage, and quality
00:26:10 – What AI is good at vs. where humans still win
00:30:20 – Decision-making, taste, and judgment in an AI world
00:34:20 – How SaaS teams adopt AI without breaking workflows
00:38:10 – Advice for founders and operators right now
00:42:10 – What the next 1–2 years will demand from operators
00:44:30 – Final thoughts & wrap-up

LINKS:
📖 Full Article: https://pirateskills.com/insights

🧪 Join a free Growth or Builder Lab: https://pirateskills.com/events

💬 Follow on LinkedIn: https://www.linkedin.com/in/bensufiani/
Follow Anna on LinkedIn: https://www.linkedin.com/in/anna-nadeina/

For builders and marketers tired of half-finished projects piling up — the scope rule that turns building into progress your users can actually feel.

Read the full article on here:
https://pirateskills.com/insights/ship-every-week

or watch on YouTube:
https://www.youtube.com/watch?v=4dZfR-_LGyE


Cheers,

Ben
https://www.linkedin.com/in/bensufiani/

For builders and marketers drowning in complexity who want one system that works — clarity before scale, signal before noise.

Before you can scale, you need one customer journey that works. Not seven half-baked funnels — one complete path from attention to purchase that proves itself with real data. This insight helps you choose your one channel, design your one journey, and position your one offer. The 7-Day Journey Plan walks you through building it this week.

Read the full article on here:
https://pirateskills.com/insights/calm-builder-funnel

or watch on YouTube:
https://www.youtube.com/watch?v=bWq-CreUFiE


Cheers,

Ben
https://www.linkedin.com/in/bensufiani/

For founders stuck in ideation mode. By Sunday, you'll have committed to one idea and validated your first assumption.

The real reason you're stuck isn't lack of ideas — it's lack of ownership. Most aspiring founders have dozens of ideas but commit to none. This insight helps you pick one idea you're willing to stand behind and run your first validation experiment this week.

Read the full article on here:
https://pirateskills.com/insights/commitment-over-ideas

or watch on YouTube:
https://www.youtube.com/watch?v=F9hKmEV79B0


Cheers,

Ben
https://www.linkedin.com/in/bensufiani/