Migration work has a familiar rhythm. You spend sessions with an AI assistant reverse-engineering APIs, mapping edge cases, documenting risks — building a real understanding of the system you’re moving. The AI is genuinely useful. Then the session ends, and all of that context disappears with it. Next session, you begin from scratch, re-explaining the connector, restating the constraints, rediscovering…