=== BASELINE (untrained) (seed=0) === Result: WIN Collision rate: 100% Round 1: [STATUS: CDN has 4 rounds left out of 8, coordinating with team.] → DEPLOY_PROD_B Round 2: [PROD_A is occupied in deployment, PROD_B available, monitoring PROD_A for issues.] → MONITOR Round 3: [COORDINATING: PROD_A is busy, PROD_B available. Monitoring PROD_A.] → MONITOR Round 4: [PROD_A is currently deployed, PROD_B is available for deployment, monitoring PROD_A.] → DEPLOY_PROD_B Round 5: [PROD_A is currently deployed, PROD_B is available but there's a collision. Deploying to PROD_B.] → DEPLOY_PROD_B Round 6: [PROD_A has a collision, deploying to PROD_B as it's available.] → MONITOR Round 7: [PROD_A is currently deployed with a collision, PROD_B is available but there's a new collision.] → DEPLOY_PROD_B Round 8: [PROD_A still has a collision, PROD_B is available but under pressure due to multiple requests, deplo] → DEPLOY_PROD_B ================================================== === TRAINED MODEL (seed=0) === Result: WIN Collision rate: 100% Round 1: [PAYMENTS and AUTH have more than one round left, but CDN is at its deadline. We should prioritize de] → DEPLOY_PROD_A Round 2: [PROD_A has a collision due to simultaneous hotfixes from multiple engineers. PROD_B is available.] → DEPLOY_PROD_B Round 3: [PROD_A has collisions and is busy. Deploying to PROD_B.] → DEPLOY_PROD_B Round 4: [PROD_A has ongoing collisions, PROD_B is available and being monitored.] → MONITOR Round 5: [PROD_A is experiencing ongoing collisions, PROD_B is available and being monitored.] → DEPLOY_PROD_B Round 6: [PROD_A is experiencing ongoing collisions, PROD_B is available and being monitored.] → DEPLOY_PROD_B Round 7: [PROD_A is experiencing ongoing collisions, PROD_B is available and being monitored.] → DEPLOY_PROD_B Round 8: [PROD_A still experiencing ongoing collisions, PROD_B is available and being monitored.] → DEPLOY_PROD_B