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How we set up a SitecoreAI content migration so an AI coding agent can work on it reliably. Part 3 of a three-part series covers the context documents that ground the agent, an offline plan-and-import pipeline, a measurement-driven review loop with blast-radius checks, and the pain points we hit along the way.

Before you migrate a single page to SitecoreAI, get the media and the legacy content into shape. Part 2 of a three-part series covers stamping legacy IDs on every asset, round-tripping the media library through Content Hub into a lookup table, handling content refreshes with a delta process, and serializing the legacy site into the repo as text.

Moving from Sitecore XM/XP to SitecoreAI is a replatform, not an upgrade. Part 1 of a three-part series covers the pain points that rarely make it into the estimate, and the principles we use to make the migration repeatable, reviewable and manageable.

Modern developer skill sets are splitting in two directions at once — becoming fluent prompt engineers who direct AI tooling effectively, while deepening web security fundamentals to safely wire together composable SaaS products and grant AI systems access via MCP servers and third-party integrations. For Sitecore developers living in SitecoreAI's composable, SaaS-first world, both shifts are already showing up in day-to-day work.

A practical guide for Sitecore teams adopting Claude and Copilot — how to govern token credit usage across your team so nobody burns through their allowance mid-sprint and leaves the rest of the cycle without AI assistance.