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What happens when you stop treating AI as a tool and start treating it like a team member you need to mentor? I share how recognising junior developer patterns in Claude changed the way I work with it.

I built two Claude Code skills that take a story from Azure DevOps ticket to merged PR. The operational overhead of solo development just got a lot smaller.

I had hundreds of content files across multiple languages and no way to read them all. So I built three AI-powered quality checks and a feedback loop that cut my review pile from hundreds of files to a handful.

The Lantern and the Bog In the folklore of the old world, travellers dreaded the Will-o'-the-Wisp . It was a flickering light that appeared in the distance when a wanderer was tired, cold, and lost in a marsh. To the traveller, that light looked like a savior. A lantern held by a steady hand, marking a path to a warm hearth. The traveller would follow. And for a while, it felt great. The light moved nimbly, avoiding the thickest mud and the tallest briars. Every step toward t