
My Actual Tool Stack: No Coding Background Required
People keep asking for a list. Fair enough — across eighteen posts, tools kept showing up one at a time, buried inside whatever story I was telling. Here they all are in one place.
Nothing here is exotic. Most of it is free. None of it required a computer science background — just me, and each tool, one problem at a time.
The AI
Gemini was the first one I ever opened, back when a stuck spreadsheet formula forced my hand. It answered questions in plain language, which was the whole unlock at the time.
Claude came later, after a phone call with a stranger who’d started exactly where I had. The difference between the two wasn’t small: one told me about code, the other just wrote it. If you’re only picking one place to start, start by asking it questions in your own words and seeing what comes back — no special phrasing required.
Google Sheets
This is where everything began. It looks like Excel, but several people can type into the same sheet at the same time, live. That single difference is what let six mismatched paper forms become one shared table.
Underneath it sits Apps Script — a small scripting layer built into the sheet itself. That’s how a spreadsheet formula eventually grew into a button, and how that button eventually grew into a real screen.
VS Code
Once tools needed more than a spreadsheet could hold, I needed somewhere to actually write and run code with an AI’s help. VS Code was the one I picked, mostly because it didn’t scare me the way a plain black terminal did. That’s the moment the real building started.
NAS
A NAS is just a small storage box that sits in the building and never turns off — the kind of thing offices already have for shared files. I had a hunch it could do more than store files, and that hunch turned out right. Once I got access and moved things over, everything got dramatically faster, and it became something closer to our own private server.
Cloudflare
The first time a tool needed to reach past our own walls, Cloudflare is what built the door. It’s free, and it handles the security side properly instead of leaving a hole open. That first outside connection changed how I thought about everything.
Tailscale
Different problem, similar shape: a private tunnel, but this one just for me. It let me reach into our systems from anywhere and fix things without driving back to the office at midnight — a detail that mattered a lot more once things started depending on staying up.
Open source
Plenty of the pieces I needed, someone else had already built and given away for free. Before assuming something has to be built from scratch, it’s worth checking whether it already exists. That single habit saved more time than any tool on this list.
What this list actually proves
None of this is a shopping list. It’s evidence of a shape: a small, mostly free tool, picked the moment an actual problem needed it — never bought in advance, never picked because it looked impressive.
Every tool here entered the story because something specific was broken and this was what fixed it. That order matters. Pick the annoyance first. The tool will be obvious once you’re standing in front of the real problem.
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