Prompt Engineering at Work
Move from one-off prompts to repeatable systems — templates you reuse, reliable ways to summarise long documents, a method for fixing prompts that go wrong, and a shared library your whole team can lean on.
Building a prompt library for your team
From personal tricks to a shared asset Once you and your teammates each have a handful of prompts that reliably work, the next step is obvious: stop keeping them in scattered notes and build a shared prompt library. It turns individual know-how into something the whole team can reuse. Save, name, and organise A prompt […]
A test set beats an opinion
“That feels better” is not a result Prompt work goes wrong in a specific, recognisable way: someone tweaks the wording, tries two inputs, decides it improved, and ships. Two weeks later the outputs are worse on a case nobody thought to try, and there is no way to tell which of the eleven edits since […]
Prompts as team assets
The prompt in someone’s notes app is a liability Once prompts affect real work, they stop being personal notes and start being infrastructure. The failure is familiar to anyone who has watched a spreadsheet become load-bearing: it works, one person understands it, and then that person is on holiday. Treat a production prompt like code […]