Building internal tools with AI assistance

What tools like Claude Code and Lovable make possible for someone who is not a developer, using a real example.

Full guide planned · 25 min read

The short version

AI-assisted tools genuinely let a technically-minded officer build a working internal tool in days rather than months. That is real, and it is worth understanding first-hand. The constraint has moved from whether you can build it to whether your department can responsibly run it.

Start here

If you read one thing on this subject, read this.

Vendor resourceLovable

Lovable — getting started

Documentation for one of the AI-assisted application builders, aimed at people who are not developers.

Why it matters

A concrete look at what is now possible without a software team. Published by the company that sells it, so read it for capability rather than for judgement about when to use it.

The full guide is still being written

What is above is the Hub’s framing and the best outside reading we could verify — useful on its own, and honest about being a starting point rather than the finished piece. If something here is wrong, or you know a better source, that is worth telling us before the long version is written.

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