Live coding sessions: one failure doesn't switch models, persistent ones do Failures in a row Successes in a row Sessions that switch Escalates to Astra 0% 25% 50% 75% 9% 6% 1 24% 6% 2 53% 6% 3 Steps in a row (tests, build, patch, commit) Hands back to Sol 0% 25% 50% 75% 1% 8% 1 1% 13% 2 1% 13% 3 Steps in a row (tests, build, patch, commit)