product delivery evalslaterproject
Run bounded learner evidence sessions
Observe real use, separate learning evidence from product and review evidence, and permit only a bounded evidence-backed change.
- Stable ID
sprint.learner-evidence- Item version
- 1.0.0
- Time
- 150 min
- Status
- ready
Reading lens
Focus
- observed behavior
- bounded change selection
- regression evidence
- evidence-type separation
Ignore for now
- self-reported delight as correctness
- multiple simultaneous fixes
- generalisation beyond observed scope
Canonical sources
Open the material
Before reading
What evidence would justify one change, and what evidence would still be missing afterward?
After reading
Write one failure analysis that links observation, hypothesis, bounded fix, regression test, and remaining uncertainty.
Knowledge check
Why is local learner completion not reviewer evidence?
Write an answer to unlock the reference
Completion records that the learner interacted with content. It cannot establish chemistry correctness, curriculum alignment, marking agreement, product effectiveness, or qualified review.
ACCEPTED_DECISION · Matches the repository evidence boundary.Working notes