traceability gate
AssessTechniques
A review checkpoint that checks whether implementation artifacts can be traced back to requirements.
Why it's here
Placed in Assess: 1 article(s) of evidence from 1 source(s), led by research-stage coverage, with 1 in the last 30 days. Confidence 24%. Low accumulated evidence, so it defaults conservatively pending more signal.
Evidence (1)
- 7The New Stack·9/17/2026researchHuman oversight shifts from code to requirements in AI development
The article argues that AI-assisted software pipelines now have strong controls for checking whether code matches specifications, but weak controls for validating the requirements themselves. It describes a workflow where recorded meetings, scoping documents, unit specs, human reviews, and automated checks can still certify a system built from a flawed requirement, highlighting the need for human oversight earlier in the process.