Martin Goláň

Software Developer 🔨 | Founder Unload 🔥 | Co-founder Kiadu 🔥 | Tweets about building products, C#/Nuxt dev and life

[Martin Goláň @martingolan]

@AndrewBolis YouTube

[Martin Goláň @martingolan]

The rise of AI has shown that writing code was never the most expensive part of development.

AI coding tools are no longer an experiment. 93% of developers use them, and roughly 27% of production code is now written with their help.

The measured productivity gain? about 10%.

The reason is simple. The biggest losses happen around development, not in coding itself. AI didn't kill the constraint on shipping software. It relocated it to review, to maintenance, to taste, to distribution.

On the surface, this sounds like good news. In reality, it's the opposite. Laura Tacho probably put it best in her keynote: "Orgs that were dysfunctional are dysfunctional faster."

AI isn't an automatic catalyst for change. It's an amplifier of what already exists inside the company. If code isn't the bottleneck, the next target for optimization isn't code, it's the entire organization around it.

Data: Laura Tacho (CTO @ DX), keynote "Data vs Hype: How Orgs Actually Win with AI" at The Pragmatic Summit 2026. A solid recap of the whole summit by Mark Norgren: https://t.co/xNqxpKIP2U

[Martin Goláň @martingolan]

@free_ai_guides Alex

[Martin Goláň @martingolan]

I tried https://t.co/YVNXs98HvO (@MengTo) with Gemini 3. The workflow is elite. ⚡️

I used it to build the landing page for my new project https://t.co/858m84HppM, which is an autonomous to-do list that helps me organize my time to get things done.

If you want to get the most out of this combo, here is what I learned:

• Use screenshots as context. Don't describe the layout. Find a top-tier design reference.
• Mix & Match. Don't be afraid to combine completely unrelated references.

The speed of iteration is just different now.

[Martin Goláň @martingolan]

The paradox of personal projects:

Developers who spend years perfecting "ideal" solutions:
• Obsess over design principles they love
• Chase architectural purity
• Debate the perfect tech stack
• Never ship

Developers who build messy, imperfect tools quickly:
• Learn exponentially more
• Actually ship
• Iterate based on real feedback
• Build something people use

The "perfect" project teaches you theory

The shipped project teaches you reality

[Martin Goláň @martingolan]

@AndrewBolis AGENTS

[Martin Goláň @martingolan]

@lorenzo_pravata AGENT

[Aryan Mahajan @aryanXmahajan]

Sonnet 4.5 + MCP + n8n = AI Content Infrastructure that replaces $12K+/month ghostwriters...

The 3-layer system that cloned my writing voice and generated 25M organic views

→ No more 2-3 week turnarounds for 5 basic posts
→ No more robotic AI that screams "ChatGPT wrote this"
→ No more inconsistent posting killing 6+ months of momentum
→ No more ghostwriters charging $4K+ and still missing your voice

Just upload 20 posts → autonomous 3-layer content engine running 24/7.

Here's how it works:

→ Voice Intelligence Layer (learns your exact patterns from 20+ posts)
→ Psychological Conversion Engine (ICP profiling + 40-40-20 framework)
→ MCP Automation Infrastructure (YouTube sentiment + viral trigger analysis)
→ Multi-Platform Generator (LinkedIn, Twitter, newsletters, YouTube)
→ Extended Thinking Protocol (ensures 100% voice consistency)
→ 24/7 Systematic Deployment (zero manual content creation)

Built with Sonnet 4.5 extended thinking.
Runs 24/7 without supervision.
10-minute setup per layer.

The system behind 25M organic views and 80K followers.

Want the complete infrastructure?

Like + comment "CLONE" + repost, and I'll DM it to you.
(must be following)

[Martin Goláň @martingolan]

@aryanXmahajan Clone

[Martin Goláň @martingolan]

@ky__zo I stopped using AWS for the same reason. Too complicated to do anything quickly. Lots of wasted time.

I switched to DigitalOcean, at least the tutorials work there :)

[Martin Goláň @martingolan]

@PLBompard Serious, its my go to market strategy

[Martin Goláň @martingolan]

@stevemeans_rlsy By organic trafic from Google ... check this, good starting point: https://t.co/PNkZMz9RQL

[Danny Postma @dannypostma]

"You're only successful because you have a large following."

BS. Here's how you can do the same with 0 followers 🧵👇

[Martin Goláň @martingolan]

@stevemeans_rlsy Landing page with waitlist, keywords research, backlinks, get a feedbacks, takes a few months .... in the meantime I'm doing the MVP

[Martin Goláň @martingolan]

@mikestrives I agree, but I'm also starting to get scared. I hope I'm better than average 😀😎

[Martin Goláň @martingolan]

@jonathan_wilke @nextjs @nuxt_js @sveltejs @remix_run Nuxt 3 with tailwind css for frontend 😎

[Martin Goláň @martingolan]

@duyk_me Yes and yes, it takes time (a few months), but most importantly, you are already building organic traffic.

So the moment you launch the MVP after months of development, you have your first users.

[Martin Goláň @martingolan]

@karakhanyanS Cool. I used Laravel years ago, the best PHP framework 😉