How engineering teams should structure AI handoffs

2026-07-08

Every handoff, to a teammate, to a future you, or to an AI agent, is a context transfer. Most of them are lossy: the intent, the constraints, and the "why" live in someone's head and never make it into the ticket.

Leaders who structure handoffs turn that tacit context into something the next human or agent can continue from without re-discovery. It is one of the highest-leverage habits in an AI-assisted team.

SkillsTech Handoff is built to make that context explicit and portable.