For executives and operators

Build the internal tools your team keeps asking for, without waiting on engineering.

Operator Builds tracks AI "vibe coding" tools: what they cost, how hard they are for a non-coder to use, and where your data ends up. We test them on the dashboards, trackers and reviews operators actually need.

Compare the tools See example builds

What you get here

A maintained tracker

Pricing, free-tier limits, hosting and data handling for each tool, with sources and a last-checked date. Where sources disagree, we say so.

Realistic build walkthroughs

Step-by-step outlines for common internal tools, with an honest estimate of time and difficulty.

Judgement, not hype

Every tool has trade-offs. We cover where each one breaks down as well as what it does well.

Who this is for

COOs, chiefs of staff, finance and revenue leaders, founders and general managers who know exactly what tool they need, can describe it clearly, and would rather have a working version this week than a ticket in next quarter's roadmap.

It is not for production software that touches customers or payments. For that, involve your engineering and security teams.

Before you build: three questions

Where does the data live?

Hosted builders keep your data on their platform. Know what you're uploading and who can see it.

Who maintains it?

A tool that one person understands is a liability when that person moves on. Write down how it works.

What does it really cost?

Credit- and usage-based billing can exceed the headline price. Set a monthly cap before you start.