Verdicts aren’t frozen reviews. Every crawl re-weighs the ownership threads, and a tier only moves after two consecutive runs agree — then it lands here, with the evidence that moved it. No verdict is ever quietly rewritten.
Rule inputs at the change: 73% of owners recommending, a ~1 in 6 failure rate, 970 mentions across 179 threads.
Rule inputs at the change: 46% of owners recommending, a ~1 in 3 failure rate, 952 mentions across 128 threads.
Rule inputs at the change: 75% of owners recommending, a ~1 in 8 failure rate, 697 mentions across 148 threads.
Rule inputs at the change: 59% of owners recommending, 253 mentions across 70 threads.
Rule inputs at the change: 45% of owners recommending, a ~1 in 3 failure rate, 1666 mentions across 193 threads.
Rule inputs at the change: 76% of owners recommending, 297 mentions across 96 threads.
Rule inputs at the change: 68% of owners recommending, a ~1 in 4 failure rate, 306 mentions across 112 threads.
Rule inputs at the change: 45% of owners recommending, a ~1 in 10 failure rate, 1519 mentions across 138 threads.
Rule inputs at the change: 52% of owners recommending, 78 mentions across 40 threads.
Rule inputs at the change: 55% of owners recommending, a ~1 in 2 failure rate, 215 mentions across 54 threads.
Rule inputs at the change: 29% of owners recommending, a ~1 in 2 failure rate, 873 mentions across 89 threads.
Rule inputs at the change: 32% of owners recommending, a ~1 in 2 failure rate, 1050 mentions across 127 threads.
Rule inputs at the change: 48% of owners recommending, 102 mentions across 33 threads.
Rule inputs at the change: 4% of owners recommending, 71 mentions across 14 threads.
Rule inputs at the change: 23% of owners recommending, a ~1 in 6 failure rate, 98 mentions across 29 threads.
Rule inputs at the change: 83% of owners recommending, 96 mentions across 35 threads.
Rule inputs at the change: 73% of owners recommending, a ~1 in 11 failure rate, 116 mentions across 48 threads.
Rule inputs at the change: 24% of owners recommending, 103 mentions across 42 threads.
Rule inputs at the change: 84% of owners recommending, 91 mentions across 21 threads.
Rule inputs at the change: 50% of owners recommending, 86 mentions across 19 threads.
Rule inputs at the change: 78% of owners recommending, 75 mentions across 26 threads.
Rule inputs at the change: 68% of owners recommending, 125 mentions across 52 threads.
Rule inputs at the change: 90% of owners recommending, 131 mentions across 44 threads.
Rule inputs at the change: 69% of owners recommending, a ~1 in 5 failure rate, 1575 mentions across 228 threads.
Rule inputs at the change: 47% of owners recommending, a ~1 in 13 failure rate, 1383 mentions across 127 threads.
Rule inputs at the change: 74% of owners recommending, 151 mentions across 46 threads.
Rule inputs at the change: 50% of owners recommending, a ~1 in 4 failure rate, 893 mentions across 88 threads.
Rule inputs at the change: 88% of owners recommending, a ~1 in 22 failure rate, 361 mentions across 71 threads.
Rule inputs at the change: 54% of owners recommending, a ~1 in 8 failure rate, 574 mentions across 65 threads.
Rule inputs at the change: 57% of owners recommending, a ~1 in 3 failure rate, 1531 mentions across 131 threads.
Rule inputs at the change: 70% of owners recommending, a ~1 in 5 failure rate, 590 mentions across 93 threads.
Rule inputs at the change: 70% of owners recommending, a ~1 in 12 failure rate, 933 mentions across 136 threads.
Rule inputs at the change: 67% of owners recommending, a ~1 in 40 failure rate, 1199 mentions across 68 threads.
Rule inputs at the change: 59% of owners recommending, a ~1 in 4 failure rate, 429 mentions across 98 threads.
Rule inputs at the change: 32% of owners recommending, a ~1 in 3 failure rate, 1124 mentions across 122 threads.
Rule inputs at the change: 61% of owners recommending, a ~1 in 4 failure rate, 1254 mentions across 183 threads.
Rule inputs at the change: 76% of owners recommending, a ~1 in 15 failure rate, 1253 mentions across 200 threads.
Rule inputs at the change: 93% of owners recommending, a ~1 in 16 failure rate, 734 mentions across 158 threads.
Rule inputs at the change: 61% of owners recommending, a ~1 in 4 failure rate, 1254 mentions across 183 threads.
Rule inputs at the change: 61% of owners recommending, a ~1 in 4 failure rate, 1254 mentions across 183 threads.
Rule inputs at the change: 40% of owners recommending, a ~1 in 2 failure rate, 2300 mentions across 153 threads.
Rule inputs at the change: 45% of owners recommending, a ~1 in 3 failure rate, 1637 mentions across 178 threads.
Rule inputs at the change: 37% of owners recommending, a ~1 in 2 failure rate, 1267 mentions across 125 threads.
Rule inputs at the change: 46% of owners recommending, a ~1 in 5 failure rate, 1131 mentions across 118 threads.
Rule inputs at the change: 57% of owners recommending, a ~1 in 4 failure rate, 367 mentions across 83 threads.
Rule inputs at the change: 93% of owners recommending, a ~1 in 16 failure rate, 734 mentions across 158 threads.
Rule inputs at the change: 69% of owners recommending, a ~1 in 5 failure rate, 1534 mentions across 222 threads.
Rule inputs at the change: 63% of owners recommending, a ~1 in 7 failure rate, 1147 mentions across 186 threads.
Rule inputs at the change: 54% of owners recommending, a ~1 in 3 failure rate, 882 mentions across 152 threads.
Rule inputs at the change: 61% of owners recommending, a ~1 in 4 failure rate, 1254 mentions across 183 threads.
Changes publish only after two consecutive pipeline runs agree (hysteresis) — one noisy crawl never moves a verdict. The full rule inputs are kept for audit.