AI Implementation Handoff
Create a comprehensive handoff document for AI-assisted development with clear boundaries, requirements summary, and implementation guidance.
Overview
This template creates a structured handoff document that bridges product requirements and AI-assisted implementation. It defines clear boundaries for what AI should and should not do, summarizes requirements, and provides testing and security guidance. The boundary between AI-suitable and human-required tasks maps directly to the Hybrid Engineering pillar of the Agentic Development Handbook — the discipline of routing tasks to agents or humans based on complexity and risk.
This handoff is not a one-shot event. It is part of the Continuous Development Loop, where implementation, review, and refinement cycle continuously between human and agent.
When to Use
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The feature being handed off for implementation
Background information AI needs to understand this feature
Condensed requirements AI can implement from directly
What should AI implement autonomously?
What requires human review or should not be AI-generated?
What testing is required before completion?
Security requirements AI must address during implementation