My 2026 Automation Toolkit
As a non-tech guy exploring AI, the hardest part wasn't "using" the tools (it was figuring out where to start).
There is too much noise. Every day, a new "game-changing" tool launches on Twitter. If you try to chase them all, you will burnout.
Instead, I focused on the basics. I wanted to understand the logic before I touched the code. Here is the exact curriculum I built for myself (completely free) and the simple tools I use every day to run my workflows.
Part 1: The Learning Layer (Top 10 Free Resources)
If you are a founder, GTM leader, or Ops manager, don't start with Python. Start here.
The Strategy & Concepts
- Andrew Ng's AI for Everyone: The gold standard. It's a non-technical course that explains what AI actually is (and isn't). If you only do one thing, do this.
- Google's Generative AI Learning Path: A clean, step-by-step guide to the Google ecosystem.
The Prompting (How to talk to the machine)
- OpenAI Prompt Engineering for Developers: Don't let the "for Developers" scare you. It's co-taught by Andrew Ng and it's the best hour you'll spend learning how to control an LLM.
- Anthropic's Prompt Library: Not a course, but a library of "perfect" prompts. I read these to understand the structure of a good instruction.
The Mechanics (How it works)
- Cohere's LLM University: This demystifies the jargon. It explains what "Embeddings" and "Vectors" are in plain English.
- The OpenAI Tokenizer: A simple visual tool. Paste text in and see how the AI breaks it down into "tokens." It explains why your math prompts sometimes fail.
The Future (Agents)
- Great Learning's Agentic AI Course: A solid primer on systems that act on their own, not just chat back.
Part 2: The "Play" Sandbox (My Daily Drivers)
Once I understood the basics, I stopped "studying" and started "doing." I force myself to use these three tools for day-to-day tasks:
Google NotebookLM
This is my research assistant. I dump 50-page PDFs and industry reports into it, and it turns them into a podcast or a briefing doc. It makes me look smarter than I am in meetings.
Nano Banana
My secret weapon for slide decks. I use it to generate visuals that don't look like generic stock photos. It understands abstract business concepts better than anything else.
Gemini in Excel
I use this to clean messy customer data. Instead of writing complex VLOOKUPs, I just ask it to "fix the formatting in column C."
The Unexpected Use Case
I even use it for bedtime stories. My 8-year-old gives me a prompt: "A dinosaur who loves ice cream but lives in a volcano." We plug it into ChatGPT, generating a new story every night. It's not just about productivity; it's about creativity.
The Verdict
In the end, this is a free space. Treat AI like a sandbox, not a minefield. There is no "bad move." Every hallucination is a learning moment, and every broken prompt teaches you how the machine thinks.
Start small. But start today.