Replay

The recording

A test failure that means the code changed

Pinned replay turns a red build back into information. This is what CI prints instead of retrying three times.

replay run --pinned rec_20260829pass
replaying 11 steps against recording rec_20260829

  ok   load fixtures            
  PIN  plan: choose tool        was 10.0% flaky (95% ≤ 30.1%)
  ok   call search              
  PIN  rank results             was 25.0% flaky (95% ≤ 46.9%)
  ok   call order lookup        
  PIN  compose reply            was 10.0% flaky (95% ≤ 30.1%)
  ok   guardrail check          
  ok   persist transcript       
  ok   emit metrics             
  ok   close ticket             
  ok   assert final state       

live suite pass rate:    60.8%
pinned suite pass rate:  100.0%
expected attempts saved: 0.65 per green build