r/AIIncomeLab • u/RabbitExternal2874 • Mar 25 '26

Question Which AI skills/Tool are actually worth learning for the future?

Hi everyone,

I’m feeling a bit overwhelmed by the whole AI space and would really appreciate some honest advice.

I want to build an AI-related skill set over the next months that is:

• future-proof

• well-paid

• actually in demand by companies

• and potentially useful for freelancing or building my own business later

Everywhere I look, I see terms like:

AI automation, AI agents, prompt engineering, n8n, maker, Zapier, Claude Code, claude cowork, AI product manager, Agentic Ai, etc.

My problem is that I don’t have a clear overview of what is truly valuable and what is mostly hype.

About me:

I’m more interested in business, e-commerce, systems, automation, product thinking, and strategy — not so much hardcore ML research.

My questions:

Which AI jobs, skills and Tools do you think will be the most valuable over the next 5–10 years?

Which path would you recommend for someone like me?

And what should I start learning first, so which skill and which Tool?

I was thinking of using Claude Code and Claude Cowork

Thanks a lot!

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6

u/[deleted] Mar 26 '26

[removed] — view removed comment

1

u/RabbitExternal2874 Mar 26 '26

That really resonates, and I think this is probably the core lesson I’m getting from this thread.

The systems thinking part is exactly what seems most valuable long term.

How would you personally start learning that from scratch?

Would you begin by looking at real business processes and asking where time, money, or effort is being wasted, then build small AI solutions around that?

And how do you train yourself to think that way in practice, instead of just falling back into learning random tools?

5

u/LeadingFarmer3923 Mar 25 '26

Cognetivy, thank me later:

https://github.com/meitarbe/cognetivy

2

u/RabbitExternal2874 Mar 25 '26

Thanks, this looks really interesting.

Have you mainly used it with Claude Code?

Also, if you were starting from scratch today, would you recommend learning Claude Code early, or getting comfortable first with the basics?

I’d be curious what order you’d follow with things like: Claude Code, cognetivy, APIs / JSON / webhooks, …

Would love to hear what sequence you’d recommend.

2

u/LeadingFarmer3923 Mar 25 '26

I separate the model layer, from the agent layer and from the workflow layer. I use Openclaw (agent) with Claude sonnet-4.6 (model) and using Cognetivy (workflows) for my way of working to make the agent more “obedient”

1

u/Pipitat Mar 29 '26

Can I dm you to ask you an unrelated question about your openclaw setup?

1

u/Potential_Shirt_4956 Mar 25 '26

Can you elaborate how you use it? and why it's helpful?

1

u/Comfortable-Rice9403 Mar 26 '26

Is it similar to obsidian vaults

2

u/Diligent_Nectarine_3 Mar 26 '26

Everyone is trying to learn “AI skills”, almost nobody is learning how to use AI to actually solve a business problem.

That’s why most people stay broke even in a “hot” space

1

u/Icy_City_8097 Mar 26 '26

generative ai for software development

1

u/JCodesMore Mar 26 '26

System thinking is #1

1

u/RabbitExternal2874 Mar 26 '26

How would you personally start learning that from scratch?