Use this when the real story is artifact quality. If the payload is weak, the next step becomes interpretation work again.
Core thesis
The scanner is not the finish line. The handoff artifact is.
When the next operator is a coding agent, the output needs to carry:
- the finding
- the severity
- the file and line context
- the expected fix direction
Suggested section order
Problem
What breaks when the report is technically correct but operationally weak?
Better payload
Show one example payload and explain why each field exists.
Human plus agent workflow
Explain how the same output serves review, coding, and release follow-through without reformatting.
Recommended ending
Close by showing how a better payload shortens the path from detection to action. The handoff is part of the product, not a wrapper around it.