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July 19, 2026

I Built (and Shipped) My Own Ops System — With Claude and Codex

Two days ago, I pushed a fully working CRM live. Not a demo, not a prototype — an actual system running on our own server, ready for my coworkers to log into and use to run the business.

I'm not an engineer. I didn't hire a dev team. I sat down with Claude and Codex and built it myself — an operations website and a CRM, from nothing, to something real.

For years, we paid an annual fee for a Chinese-built system to do this. Now we don't have to — we're testing out the one I built instead.

And it's not a toy. In freight forwarding, the paperwork is the business — AMS filings, ISF (10+2) submissions, House Bills of Lading. My system generates all of it directly. It also handles the finance side — the numbers side of running shipments, not just the contact-list side of a typical CRM. That's the part that made it feel real to me: it's not just tracking leads, it's producing the actual documents and numbers I used to have to build by hand, or pay someone else's software to produce, every time.

It also has real business logic baked into how it treats leads — it knows a lead that looks great on paper isn't automatically a good fit for a company our size, and it filters accordingly. That's not something you get from off-the-shelf software. It's something I had to think through and build in myself, and having Claude and Codex alongside made that thinking-into-code translation possible without needing to become a software engineer first.

My coworkers are sitting down to look at it with me this week. That, more than anything, is the proof it's real.

#building#ai