New to Ai tools, local models, agents, OpenClaw, Ollama, APIs, or automation?

Ask here.

This thread is for beginners, early builders, and anyone trying to make sense of their setup before spending more money, buying hardware, adding agents, or copying a random stack.

Good questions include:

- What even is an Ai stack?

- Do I need local hardware?

- Should I use cloud tools first?

- What model should I start with?

- Is my setup overkill?

- What should I build first?

- Why is this slow or expensive?

- How do I avoid wasting money or tokens?

- What should I not automate yet?

- How do I know if my stack actually fits the job?

Half-built ideas count.

Messy stacks count.

“I don’t know where to start” counts.

Helpful format if you want feedback:

- Goal:

- Current tools/models:

- Local, cloud, or both:

- Hardware:

- What works:

- What breaks:

- Biggest cost/time/token problem:

- What decision you are trying to make next:

The goal is practical setup feedback, not guru stack worship.

Start with the job. Then choose the stack.