Andy Marushko
Founder building and openly sharing startup progress and lessons.
Cheaper Code Shifts Business Leverage to Packaging and Trust
If code keeps getting cheaper, then being able to build won’t disappear as an advantage. But it will become less rare. That means other layers matter more: packaging, attention, distribution, clarity, trust. That’s where I think a lot of business leverage is moving.
Hidden Future Products Lie Within Creator Workflows
There are probably more future products inside creator workflows and founder media infrastructure than most people realize.
Build Content Systems, Not Just One‑Off Posts
The real value in content isn’t only the output. It’s the infrastructure underneath it. How do you notice patterns? How do you store what worked? How do you avoid starting from zero every day? How do you turn one insight into many useful outputs? That’s the...

Looks Aren't Everything: Trust Still Favors Google Maps
Apple Maps looks better. Google Maps is still the product people trust. Aesthetic lead ≠ product lead.

Keep Revenue in the Business, Not Personal Pockets
If you pay 40%+ taxes on your app income, your business model is probably broken. Especially if you’re doing $50k MRR as an autónomo. Poor founders think: “How do I get more cash into my pocket?” Rich founders think: “How do I keep more cash...

Building AI Tools for Viral UGC Marketing
As you know, coding now is not a problem. So... I'm going deep into UGC and MARKETING. Build tools to help me build viral content for Instagram/TikTok. Showing progress on real use-cases, what works and what doesn’t. The project is a...
Building Is Cheaper; Capturing Attention Remains Costly
The build side of startups is getting cheaper. The ability to shape attention around what you build is not getting cheaper at all.
From Content Creation to Media Operations: A Paradigm Shift
The phrase I keep coming back to is this: we’re moving from content creation to media operations. That shift matters because it changes what tools people need, what skills matter, and what kinds of products become valuable.
Modular AI System Enables Standalone Products Across Use Cases
What excites me most is that this isn’t only useful as one giant system. Someone could take one layer of it and build a product around just that: trend detection, transcript analysis, hook intelligence, UGC workflows, distribution tooling. That’s part of why I want to share it...
Founders Need a Content OS, Not Just a Calendar
I think “content calendar” is too small of a concept for what serious founders need. A calendar tells you when to post. What I care about is an operating system that helps with: selection, structure, workflow, distribution, and learning.
I’m Building My Own Media System, Not for Founders
I’m not building a media system “for founders” as the starting point. I’m building it for myself. Because I want my own products to grow through a real system around: signals, scripts, UGC, content workflows, memory, and distribution. But I think other founders will be able to take pieces...
Viral Posts Follow a Predictable Five‑step Structure
Viral content often looks random only if you don’t study structure. Behind a lot of strong posts and videos there’s a pattern: - a hook family - a framing choice - a pacing decision - a CTA - a distribution fit
Focus on the Invisible Layer for Real Leverage
The more I looked at build in public, the more I felt like most people show the visible layer: updates, launches, wins, motion. But the real leverage lives in the invisible layer: systems, feedback loops, pattern recognition, distribution mechanics. That invisible layer is what I care about now.
Leverage Shifts: Attention, Not Ideas, Drives Growth
A lot of founder advice around growth already feels outdated. Not because it was always bad. Because the environment changed faster than the playbooks did. Ideas are cheaper. Code is getting cheaper. Attention is not. Distribution is not. That changes where leverage lives.
Creating a Personal Media OS for Systematic Growth
I’m building a personal media operating system for myself. Not a content calendar. Not an AI post writer. A real internal system for: - signals - hooks - scripts - UGC workflows - memory - distribution Because I want my own products to grow through systems, not daily chaos. Share in...