ND I Dropped Our Production Database and Now Pay 10% More for AWS (alexeyondata.substack.com)
53 points by dsr12 18 hours ago | 64 comments on HN ~lite vlite-2.0
Summary ~lite
Neutral technical article
Lite evaluation by llama-3.3-70b-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 91 HN snapshots · 50 evals
+1 0 −1 HN
Audit Trail 70 entries
2026-03-07 05:20 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-03-07 04:20 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 04:20 eval Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) +0.09
2026-03-07 04:17 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 04:17 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 03:47 eval_success PSQ evaluated: g-PSQ=0.194 (3 dims) - -
2026-03-07 03:47 eval Evaluated by llama-3.3-70b-wai-psq: +0.19 (Mild positive) 0.00
2026-03-07 03:45 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 03:45 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 03:11 eval_success PSQ evaluated: g-PSQ=0.194 (3 dims) - -
2026-03-07 03:11 eval Evaluated by llama-3.3-70b-wai-psq: +0.19 (Mild positive) 0.00
2026-03-07 03:09 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 03:09 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 03:07 eval_success PSQ evaluated: g-PSQ=0.194 (3 dims) - -
2026-03-07 03:07 eval Evaluated by llama-3.3-70b-wai-psq: +0.19 (Mild positive) 0.00
2026-03-07 02:35 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 02:35 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 02:31 eval_success PSQ evaluated: g-PSQ=0.194 (3 dims) - -
2026-03-07 02:31 eval Evaluated by llama-3.3-70b-wai-psq: +0.19 (Mild positive) 0.00
2026-03-07 02:03 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 02:03 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 02:00 eval_success PSQ evaluated: g-PSQ=0.194 (3 dims) - -
2026-03-07 02:00 eval Evaluated by llama-3.3-70b-wai-psq: +0.19 (Mild positive) 0.00
2026-03-07 01:24 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 01:24 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 01:21 eval_success PSQ evaluated: g-PSQ=0.194 (3 dims) - -
2026-03-07 01:21 eval Evaluated by llama-3.3-70b-wai-psq: +0.19 (Mild positive) 0.00
2026-03-07 01:19 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 01:19 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 00:46 eval_success PSQ evaluated: g-PSQ=0.194 (3 dims) - -
2026-03-07 00:46 eval Evaluated by llama-3.3-70b-wai-psq: +0.19 (Mild positive) -0.25
2026-03-07 00:33 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 00:33 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 23:48 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-06 23:48 eval Evaluated by llama-3.3-70b-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-06 23:43 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 23:43 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 23:43 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 23:43 eval Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 23:38 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 23:09 eval Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 23:05 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 22:04 eval Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) -0.16
2026-03-06 21:59 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 21:15 eval Evaluated by llama-3.3-70b-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-06 21:11 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 20:32 eval Evaluated by llama-3.3-70b-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-06 20:28 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 19:56 eval Evaluated by llama-3.3-70b-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-06 19:53 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 19:52 eval Evaluated by llama-3.3-70b-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-06 19:19 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 19:18 eval Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) -0.16
2026-03-06 18:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 18:39 eval Evaluated by llama-3.3-70b-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-06 17:17 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 17:13 eval Evaluated by llama-3.3-70b-wai-psq: +0.44 (Moderate positive) +0.25
2026-03-06 16:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 16:37 eval Evaluated by llama-3.3-70b-wai-psq: +0.19 (Mild positive) -0.25
2026-03-06 16:04 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 16:01 eval Evaluated by llama-3.3-70b-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-06 15:26 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-06 15:26 eval Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive)
2026-03-06 15:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about database incident, no human rights discussion
2026-03-06 15:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about database incident, no human rights discussion
2026-03-06 15:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about database incident, no human rights discussion
2026-03-06 15:01 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about database incident, no human rights discussion
2026-03-06 14:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about database incident, no human rights discussion
2026-03-06 14:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical article about database incident, no human rights discussion
2026-03-06 14:51 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical blog post