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01 — Use cases

Copy the set-ups I run in production, with the code

Use case

Hand GitHub issues to Claude with no API key and a US$20 cap

Write @claude in a GitHub issue and get a pull request with a plan, a design check and screenshots; merging publishes the site. About an hour to set up: a Claude Console workspace with a spend cap, a federation rule instead of an API key, four repo variables and one workflow.

11 min read· updated 20 Oct 2026

Use case

Bicep IaC: one version per module, checked on every pull request

Every Bicep module in your repo gets one version that CI checks on every pull request, modules come from a private registry, and each PR passes a version check, PSRule and what-if before review. The version gate takes about an hour to set up; all scripts included.

19 min read· updated 17 Oct 2026

Use case

Roll out AI across your IT team in 90 days and measure if it pays

A 90-day plan to roll out AI tools in an IT organisation: one-line mission, data traffic light, baseline, champions with protected time, staged training and four numbers that show whether it pays. With what Shopify, Siemens, UBS and others did.

9 min read· updated 17 Oct 2026

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