ND Show HN: Baltic shadow fleet tracker – live AIS, cable proximity alerts (github.com)
55 points by FormerLabFred 11 days ago | 18 comments on HN ~lite vlite-2.0
Summary ~lite
GitHub repository for open-source Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 675 HN snapshots · 87 evals
+1 0 −1 HN
Audit Trail 107 entries
2026-03-22 06:01 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-22 06:01 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 05:56 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-22 05:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-22 05:56 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-22 05:21 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-22 05:21 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 05:19 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-22 05:19 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-22 05:19 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-22 04:39 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-22 04:39 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-22 04:39 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-22 04:36 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-22 04:36 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 04:02 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-22 04:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-22 04:02 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-22 03:57 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-22 03:57 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 03:26 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-22 03:26 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-22 03:26 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-22 03:19 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-22 03:19 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 02:46 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-22 02:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-22 02:46 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-22 02:39 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-22 02:39 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 01:42 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-22 01:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-22 01:42 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-22 01:10 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 00:39 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 23:57 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 23:00 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 22:45 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 21:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 21:28 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 21:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 20:17 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 19:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 19:36 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 19:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 18:54 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 18:33 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 18:13 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 17:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 17:36 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 17:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 16:57 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 16:35 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 16:16 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 15:55 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 15:36 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 15:19 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 14:59 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 14:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 14:16 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 13:55 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 13:33 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 13:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 12:56 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 12:39 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 12:15 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 11:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 11:38 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 11:21 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 10:55 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 10:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 10:13 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 10:01 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 09:32 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 09:18 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 08:54 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 08:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 08:13 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 08:03 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 07:33 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 07:26 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 06:55 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 06:44 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 06:16 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 06:08 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 05:37 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 05:31 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 04:59 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 04:53 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 04:22 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 04:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 03:45 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 03:40 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 03:09 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 03:03 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 02:32 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 02:24 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 01:53 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 01:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 00:52 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-21 00:50 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-21 00:06 eval Evaluated by llama-3.3-70b-wai-psq: +0.46 (Moderate positive)
2026-03-21 00:01 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical content, zero rights discussion
2026-03-20 23:58 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 23:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts
2026-03-20 23:14 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-20 23:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical GitHub page for a Baltic Sea shadow fleet tracker with live AIS and cable proximity alerts