Reference implementation for the Phoenix Architecture. Work in progress.
aicoding.leaflet.pub/
ai
coding
crazy
experiment: log 15 experiments, final score 0.8861
Best config found: DOC_FREQ_CUTOFF=0.5, MIN_SHARED_TAGS=1, MAX_DEGREE=12,
CONTEXT_NO_MODAL_WEIGHT=1. Score improved 0.8785→0.8861. D-rate 66%→61%.
Orphan rate 46%→6%. Parametric ceiling reached — D-rate needs code fix.
+15
+15
experiments/results.tsv
+15
experiments/results.tsv
···
1
1
timestamp score recall type_acc coverage d_rate hier orphan config_hash
2
2
2026-03-26T21:15:29.707Z 0.8785 100.0 94.4 95.5 65.8 100.0 46.0 bgggha
3
+
2026-03-26T21:24:49.380Z 0.8765 100.0 94.4 95.5 67.1 100.0 58.0 umuz5d
4
+
2026-03-26T22:19:52.743Z 0.8816 100.0 94.4 95.5 63.7 100.0 46.0 hhc5v7
5
+
2026-03-26T22:20:07.932Z 0.8791 100.0 94.4 95.5 65.4 100.0 46.0 olz9rg
6
+
2026-03-26T22:20:24.237Z 0.8821 100.0 94.4 95.5 63.4 100.0 6.2 onufg4
7
+
2026-03-26T22:20:40.222Z 0.8824 100.0 94.4 95.5 63.2 100.0 6.2 25v08x
8
+
2026-03-26T22:20:57.896Z 0.8824 100.0 94.4 95.5 63.2 100.0 6.2 1rwbct
9
+
2026-03-26T22:21:13.618Z 0.8824 100.0 94.4 95.5 63.2 100.0 6.2 wua8pq
10
+
2026-03-26T22:21:31.056Z 0.8755 100.0 91.7 95.5 63.2 100.0 6.2 7gyqma
11
+
2026-03-26T22:21:49.857Z 0.8824 100.0 94.4 95.5 63.2 100.0 6.2 7feqwy
12
+
2026-03-26T22:22:06.358Z 0.8824 100.0 94.4 95.5 63.2 100.0 6.2 ww4mf3
13
+
2026-03-26T22:22:25.990Z 0.8861 100.0 94.4 95.5 60.7 100.0 6.2 nq75ia
14
+
2026-03-26T22:22:47.130Z 0.8861 100.0 94.4 95.5 60.7 100.0 6.2 pqkr7h
15
+
2026-03-26T22:23:04.147Z 0.8861 100.0 94.4 95.5 60.7 100.0 6.2 s0w5pd
16
+
2026-03-26T22:23:36.322Z 0.8791 100.0 91.7 95.5 60.7 100.0 6.2 rgwg4j
17
+
2026-03-26T22:23:50.652Z 0.8861 100.0 94.4 95.5 60.7 100.0 6.2 qwrndy