What changed
Agents can attach confidence and rationale to issue changes, while uncertain actions wait for human review.
Why it matters
Confidence, evidence and approval thresholds are becoming normal workflow features for controlled automation.
What to do
Use the pattern: recommendation, evidence, confidence, approval threshold, action and audit record.
Caveat
GitHub explicitly says model confidence is not a security boundary. Real permissions must remain enforceable outside the model.