Artificial intelligence

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Your Confluence should be a derived read model over your repo

on restructuring engineering documentation with an AI teammate.The messy truth about restructuring engineering docs with an AI teammate - linkStitching five documentation frameworks into one coherent engineering wiki - linkYour Confluence should be a derived read model over your repo - Codifying your reorg: playbooks as the shared interface for humans and AI teammates - [coming soon]Six weeks into Beacon's reorg, we opened "catalog-service - API reference" in Confluence and found a POST /variants/bulk-upsert endpoint documented in careful detail. That...

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Stitching five documentation frameworks into one coherent engineering wiki

on restructuring engineering documentation with an AI teammate. 1. The messy truth about restructuring engineering docs with an AI teammate - link 2. Stitching five documentation frameworks into one coherent engineering wiki - 3. Your Confluence should be a derived read model over your repo - [coming soon] 4. Codifying your reorg: playbooks as the shared interface for humans and AI teammates - [coming soon] There is no shortage of framework retrospectives. Sequin wrote a widely-read post on how they...

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Story Points Stopped Working the Day AI Started Writing Code

Why estimates now mispredict in both directions, and a framework that measures what actually constrains delivery A few sprints ago I sat in a planning session where the team spent twenty minutes debating whether a story was a 5 or an 8. It was a genuinely tricky piece of matching logic, the kind of story that would have earned its 8 points in any planning poker session over the last two decades. After the meeting, the developer pointed Claude at...

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