ND Hyper-optimized reverse geocoding API (github.com)
64 points by tananaev 9 days ago | 12 comments on HN ~lite vlite-2.0
Summary ~lite
GitHub page for Traccar reverse geocoding service, appears safe and transparent.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 292 HN snapshots · 79 evals
+1 0 −1 HN
Audit Trail 99 entries
2026-03-20 22:31 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-20 22:31 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 22:12 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 22:12 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 22:12 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 20:47 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-20 20:47 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 20:46 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 20:46 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 20:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 20:11 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 20:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 20:11 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 20:10 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-20 20:10 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 19:35 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-03-20 19:33 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 19:33 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 19:33 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 19:30 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-20 19:30 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 18:23 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 18:23 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 18:23 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 18:18 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-20 18:18 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 17:35 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 17:35 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 17:35 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 17:28 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-20 17:28 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 16:17 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 16:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 16:10 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 15:39 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 15:28 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) +0.13
2026-03-20 14:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 14:47 eval Evaluated by llama-4-scout-wai-psq: +0.47 (Moderate positive) -0.13
2026-03-20 14:20 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 14:10 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 13:45 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 13:34 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) +0.14
2026-03-20 13:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 12:56 eval Evaluated by llama-4-scout-wai-psq: +0.46 (Moderate positive) 0.00
2026-03-20 12:30 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 12:15 eval Evaluated by llama-4-scout-wai-psq: +0.46 (Moderate positive) 0.00
2026-03-20 11:49 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 11:34 eval Evaluated by llama-4-scout-wai-psq: +0.46 (Moderate positive) -0.01
2026-03-20 11:09 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 10:51 eval Evaluated by llama-4-scout-wai-psq: +0.47 (Moderate positive) +0.01
2026-03-20 10:30 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 10:14 eval Evaluated by llama-4-scout-wai-psq: +0.46 (Moderate positive) -0.01
2026-03-20 09:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 09:35 eval Evaluated by llama-4-scout-wai-psq: +0.47 (Moderate positive) 0.00
2026-03-20 09:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 08:55 eval Evaluated by llama-4-scout-wai-psq: +0.47 (Moderate positive) +0.01
2026-03-20 08:35 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 08:14 eval Evaluated by llama-4-scout-wai-psq: +0.46 (Moderate positive) -0.01
2026-03-20 07:53 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 07:33 eval Evaluated by llama-4-scout-wai-psq: +0.47 (Moderate positive) 0.00
2026-03-20 07:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 06:51 eval Evaluated by llama-4-scout-wai-psq: +0.47 (Moderate positive) +0.01
2026-03-20 06:33 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 06:11 eval Evaluated by llama-4-scout-wai-psq: +0.46 (Moderate positive) -0.01
2026-03-20 05:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 05:34 eval Evaluated by llama-4-scout-wai-psq: +0.47 (Moderate positive) 0.00
2026-03-20 05:22 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 04:59 eval Evaluated by llama-4-scout-wai-psq: +0.47 (Moderate positive) -0.13
2026-03-20 04:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 04:22 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) +0.13
2026-03-20 04:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 03:47 eval Evaluated by llama-4-scout-wai-psq: +0.47 (Moderate positive) 0.00
2026-03-20 03:35 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 03:12 eval Evaluated by llama-4-scout-wai-psq: +0.47 (Moderate positive) +0.01
2026-03-20 02:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 02:30 eval Evaluated by llama-4-scout-wai-psq: +0.46 (Moderate positive) -0.01
2026-03-20 02:20 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 01:55 eval Evaluated by llama-4-scout-wai-psq: +0.47 (Moderate positive) -0.13
2026-03-20 01:49 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 01:34 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) +0.14
2026-03-20 01:31 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 00:49 eval Evaluated by llama-4-scout-wai-psq: +0.46 (Moderate positive) -0.14
2026-03-20 00:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-20 00:27 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral)
2026-03-20 00:23 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical content, zero rights discussion
2026-03-19 23:27 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 23:20 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-19 22:44 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) +0.14
2026-03-19 22:37 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-19 21:30 eval Evaluated by llama-4-scout-wai-psq: +0.46 (Moderate positive) -0.01
2026-03-19 21:26 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-19 20:07 eval Evaluated by llama-4-scout-wai-psq: +0.47 (Moderate positive) 0.00
2026-03-19 20:04 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-19 18:55 eval Evaluated by llama-4-scout-wai-psq: +0.47 (Moderate positive) +0.01
2026-03-19 18:53 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-19 17:40 eval Evaluated by llama-4-scout-wai-psq: +0.46 (Moderate positive) -0.14
2026-03-19 17:39 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion
2026-03-19 16:25 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-19 16:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical GitHub page for Traccar geocoder, no human rights discussion