DEV Community: M020720

My biggest mistake learning AI automation

M020720 — Sat, 17 Oct 2026 14:11:22 +0000

When I started learning automation, I focused too much on tools.
“Should I learn n8n?”
“Should I learn Make?”
“Which AI model is best?”
But the bigger question is:
“What problem am I solving?”
A simple automation that saves a company 5 hours/week is more valuable than a complicated AI agent nobody uses.
My current approach:
Find a repetitive problem
Design the workflow
Add AI where it creates value
Improve based on feedback
Tools change quickly.
Problem-solving skills stay.
What was your biggest lesson when learning automation?

Building AI Automation for Real Businesses

M020720 — Sat, 17 Oct 2026 14:10:31 +0000

I think the next wave of AI will not just be about people using ChatGPT.
It will be about businesses having their own:
🤖 AI assistants
⚡ Automated workflows
📞 Customer communication systems
📈 Growth engines
🧠 Internal knowledge systems
The opportunity is huge, but execution matters.
My focus is learning how to build solutions that are simple, reliable, and actually useful.
For everyone building here:
What is one AI automation project you would build if you had unlimited time and resources?

Hit me up

M020720 — Sat, 17 Oct 2026 14:09:33 +0000

Anyone help me to add Pair Extraordinaire badge for my github achievement.
🙏

The Hard Part of AI Automation Nobody Talks About

M020720 — Sat, 17 Oct 2026 14:07:21 +0000

Building an AI workflow is easy.
Building one that people can trust is the real challenge.
The interesting engineering problems are not only:
"Which AI model should I use?"
The deeper questions are:
→ How does the AI know when it is wrong?
→ How does it access reliable information?
→ How do we control its actions?
→ How do we monitor failures?
→ How do we make it useful at scale?
A production AI system is a combination of:
• AI models
• Data architecture
• Automation logic
• APIs and integrations
• User experience
• Security and monitoring
The model is only one piece of the puzzle.
I’m curious:
What is the biggest challenge you have faced while building AI automation systems?
Would love to learn from other builders here.😉

Motivation+Creativity+AI

M020720 — Sat, 26 Sep 2026 16:54:33 +0000

What motivates you? Money? Probably Yes, but am No.
Create new things might amazingly attract me.
What can I build? Build new production that turns idea into real.
How much helpful for you. AI is powerful and helpful, but not perfect. Devers must fill this gap.

Thanks, guys.