4 MONTHS AGO • 2 MIN READ

The Generalist Edge

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Walt's Weekly

DevOps|Platform Engineer with 8 years of building scalable systems. Now in year 2 of running my own engineering firm. Founder of Cloud Masons, where I help aspiring devs land six-figure jobs. Join for tech tips, startup insights, and the occasional dad joke!

How to Thrive in the AI Age While Others Get Replaced

There’s never been a better time to take control and equip yourself for success in this AI age.

Think about it: Investing $200k in a specialized degree, only to see an AI take your job for $5 a day…

working for a corporation.

For what, exactly?

The landscape is shifting faster than ever. The old rules are being rewritten daily.

I remember grinding away in engineering back in my early career. Collecting certificates, degrees, and specializations like they were Pokémon cards.

“Specialize! Go deep in one area!” That’s what everyone told me. That’s what they’re probably still telling you.

But that advice is becoming increasingly outdated—and potentially dangerous for your career longevity.

Specialists are already being replaced across industries. Radiologists, paralegals, copywriters, coders—the list grows monthly.

What’s most alarming? The acceleration we’ve witnessed in AI capabilities over the past year makes the next year unimaginable.

But there’s a different approach that’s working right now…

WHAT IS A MASTER GENERALIST?

A Master Generalist isn’t someone who knows a little about everything. They’re someone who strategically develops complementary skills and leverages technology to amplify their capabilities.

Core Skills of Master Generalists:

  • Creative Thinking: Beyond conventional solutions – spotting new angles

  • Experimentation: Willingness to dive in and test emerging tools

  • Systematic Documentation: Capturing processes and creating reusable workflows

  • Pattern Recognition: Connecting seemingly disparate ideas across domains

Debunking Misconceptions:

  • Generalists can’t go deep. False. They go deep strategically, when needed.

  • Generalists are unhireable. Nope. They’re adaptable problem-solvers.

  • Generalists are just for entry-level roles. Not true. Their breadth makes them valuable at all levels.

The difference is intention. Master Generalists don’t avoid specialization—they specialize in augmentation.

THE 80/20 PRINCIPLE IN ACTION

The Pareto Principle states that roughly 80% of effects come from 20% of causes. In skills acquisition, this means focusing on the 20% of knowledge that delivers 80% of results.

AI tools have supercharged this approach. They handle the tedious 80%, letting you focus on the high-value 20%.

  • Content Creation: Generate first drafts with AI, then apply your human creativity to elevate it

  • Market Research: Use AI to analyze patterns in data, then apply your strategic thinking to interpret it

  • Product Development: Automate testing and feedback collection, focus your energy on innovation

  • Sales: Let AI handle prospect research while you build meaningful relationships

“No entrepreneur is worried about an AI taking their job.” - Naval Ravikant

Entrepreneurs inherently understand this principle. They build systems that work for them.

REAL-WORLD APPLICATION: THIS Weeks N8N Agent Workflow

Finding targeted connections on LinkedIn manually is a massive time-sink. You spend hours searching, filtering, and tracking potential contacts.

Our N8N workflow automates this entire process. It identifies relevant profiles based on your criteria, extracts key information, and organizes it for efficient outreach.

Key benefits:

  • Saves hours of manual searching

  • Creates more precise targeting

  • Scales your networking efforts

  • Maintains a personal touch where it matters most

This exemplifies the Master Generalist approach: understand the problem, build a system, and let technology handle the repetitive parts.

If you're interested in getting your hands on this workflow the forum has everything you need

OUR APPROACH

At Merlin Mines, we’ve built our flagship product, Spellcarver, with a team of less than five people.

How?

  • By embracing AI augmentation at every level.

  • We don’t try to compete with larger teams on manpower.

  • We compete on systems thinking and automation.

Our results speak volumes:

  • Newsletter marketing campaign with 45% open rate and 5% CTA click-through

  • Product development bugs fixed in hours not days

  • Documentation created and maintained with minimal human oversight

This is the power of the Master Generalist mindset in action.

JOIN THE COMMUNITY: RUNECASTER’S REST

Join the Community Join us in the Runecaster’s Rest Discord community today.

Get access to an open community of generalists building the next generation of AI augmentations, plus weekly forums discussing automation workflows.

Walt's Weekly

DevOps|Platform Engineer with 8 years of building scalable systems. Now in year 2 of running my own engineering firm. Founder of Cloud Masons, where I help aspiring devs land six-figure jobs. Join for tech tips, startup insights, and the occasional dad joke!