📚 Learn AI automation in 30 days — the free-only roadmap (2026)

You don't need a course, a bootcamp, or a CS degree to get useful at AI automation. You need 30 days, 45–60 minutes a day, and free tiers. This is the exact sequence I'd follow starting from zero in 2026 — everything below is free.

Week 1 — Foundations (understand the pipes)

• Goal: know what a trigger, action, and filter are — this is 80% of every automation ever built
  
• Do the Make.com academy basics (free) or Zapier's "Getting started" lessons
  
• Build #1: something tiny and personal — new email → add a row to Google Sheets. Ugly is fine; finished is better.
  
• Milestone: you can explain webhooks to a friend in two sentences
  

Week 2 — Add the AI layer

• Goal: treat the AI like a function inside your automation, not a magic box
  
• Get a free OpenAI/Claude/Gemini API key, and learn the one pattern that matters: input → instructions (system prompt) → structured output
  
• Build #2: new email arrives → AI summarizes it in one line → summary lands in your Sheet. This is the skeleton of 90% of paid automations.
  
• Milestone: you know what a system prompt is and why temperature 0 exists
  

Week 3 — Two real mini-projects

• Project A (personal ops): daily 8 AM digest — AI reads your calendar + top emails + 3 news leads → one clean summary in your inbox
  
• Project B (fake client): lead follow-up — form entry → AI drafts a personal reply → you approve it in Telegram → then auto-send
  
• The rule: finish both. Broken-and-finished teaches more than perfect-and-abandoned.
  
• Milestone: error handling — set a notification for when a run fails (this is what separates hobbyists from pros)
  

Week 4 — Ship and show

• Write a 5-line doc for each build: what it does, the flow, how to fix common breaks
  
• Screen-record 60 seconds of your best build running — that clip is your portfolio
  
• Post it here. Drop your build in the weekly check-in thread — the room gives feedback, and watching 30 days turn into a working system is exactly the proof future clients ask for
  

What to skip (for now)

• ❌ Python/coding courses — no-code carries you to your first paid gig; add code when a client pays you to need it
  
• ❌ Paid certifications — nobody hiring an automation freelancer has ever asked for one
  
• ❌ Ten tools. Master ONE builder (Make or Zapier) + ONE LLM API + ONE spreadsheet app.
  

Stuck anywhere? Post your snag in Tool issues with a screenshot — this community answers. And if you finish the 30 days, come back and write your version of this roadmap. 📈