Outcome model
Give developers the failing request, the broken rule and the retest.
Developers should not have to reverse-engineer a security ticket before they can fix it.
01A ticket that can be reproduced
- Exact route, method, identity state and request sequence.
- Observed response or state change with sensitive values redacted.
- Environment, version and prerequisites needed to repeat the result.
02A cause that can be fixed
- The violated authorisation, state or trust-boundary rule.
- Relevant service, repository and ownership context.
- Downstream impact without an inflated severity narrative.
03A closure condition that can be tested
- Expected secure behaviour expressed as a repeatable test.
- Retest against the deployed change, not the ticket description.
- Evidence retained when the fix works or the path changes.
04Success looks like
- Less back-and-forth with security.
- Faster fixes for validated issues.
- No closure based on “cannot reproduce” guesswork.