ND An Interactive Intro to CRDTs (jakelazaroff.com)
173 points by evakhoury 1 days ago | 32 comments on HN ~lite vlite-2.0
Summary ~lite
The article provides an interactive introduction to Conflict-free Replicated Data Types (CRDTs), a concept for building collaborative applications.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 552 HN snapshots · 102 evals
+1 0 −1 HN
Audit Trail 122 entries
2026-03-05 05:58 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-05 05:58 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-05 05:53 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-05 05:53 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive)
2026-03-05 05:45 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-05 05:45 eval Evaluated by llama-3.3-70b-wai-psq: +0.12 (Mild positive)
2026-03-05 01:03 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-05 01:03 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on CRDTs
2026-03-05 01:03 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-05 00:58 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-05 00:58 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-05 00:58 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-05 00:58 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-05 00:58 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-05 00:58 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on CRDTs
2026-03-05 00:07 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-05 00:07 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-05 00:07 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-05 00:05 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-05 00:05 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-05 00:05 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on CRDTs
2026-03-04 23:17 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-04 23:17 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 23:17 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 23:10 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-04 23:10 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 23:10 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on CRDTs
2026-03-04 22:32 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-04 22:32 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 22:32 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 22:28 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-04 22:28 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on CRDTs
2026-03-04 21:54 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 21:53 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on CRDTs
2026-03-04 21:18 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 21:17 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on CRDTs
2026-03-04 20:36 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on CRDTs
2026-03-04 20:34 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 19:55 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) +0.30
reasoning
Technical article on CRDTs
2026-03-04 19:53 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 19:08 eval Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
reasoning
Technical article on CRDTs
2026-03-04 19:05 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 18:09 eval Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
reasoning
Technical article on CRDTs
2026-03-04 18:03 eval Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
reasoning
Technical article on CRDTs
2026-03-04 18:03 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 16:35 eval Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
reasoning
Technical article on CRDTs
2026-03-04 16:33 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 16:28 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 15:55 eval Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
reasoning
Technical article on CRDTs
2026-03-04 15:41 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 15:36 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 15:17 eval Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
reasoning
Technical article on CRDTs
2026-03-04 15:00 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 14:56 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 14:36 eval Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
reasoning
Technical article on CRDTs
2026-03-04 14:32 eval Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
reasoning
Technical article on CRDTs
2026-03-04 14:15 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 14:11 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 13:51 eval Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
reasoning
Technical article on CRDTs
2026-03-04 13:47 eval Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
reasoning
Technical article on CRDTs
2026-03-04 13:30 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 13:24 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 13:13 eval Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
reasoning
Technical article on CRDTs
2026-03-04 13:08 eval Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
reasoning
Technical article on CRDTs
2026-03-04 12:50 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 12:29 eval Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
reasoning
Technical article on CRDTs
2026-03-04 12:24 eval Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
reasoning
Technical article on CRDTs
2026-03-04 12:09 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 11:47 eval Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
reasoning
Technical article on CRDTs
2026-03-04 11:27 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 11:02 eval Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
reasoning
Technical article on CRDTs
2026-03-04 10:45 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 10:20 eval Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
reasoning
Technical article on CRDTs
2026-03-04 10:06 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 10:02 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 09:47 eval Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
reasoning
Technical article on CRDTs
2026-03-04 09:19 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 09:09 eval Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
reasoning
Technical article on CRDTs
2026-03-04 08:39 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 08:33 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 08:27 eval Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
reasoning
Technical article on CRDTs
2026-03-04 08:04 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) -0.30
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 08:00 eval Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) -0.38
reasoning
Technical article on CRDTs
2026-03-04 07:24 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 07:22 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical article on CRDTs
2026-03-04 06:17 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 06:17 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical article on CRDTs
2026-03-04 05:42 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) +0.03
reasoning
Technical article on CRDTs
2026-03-04 05:41 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 04:56 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) -0.03
reasoning
Technical article on CRDTs
2026-03-04 04:55 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 04:51 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical article on CRDTs
2026-03-04 04:12 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical article on CRDTs
2026-03-04 04:11 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 03:40 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical article on CRDTs
2026-03-04 03:34 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical article on CRDTs
2026-03-04 03:34 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 03:05 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical article on CRDTs
2026-03-04 03:03 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 03:00 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) +0.03
reasoning
Technical article on CRDTs
2026-03-04 02:16 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 02:15 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) -0.03
reasoning
Technical article on CRDTs
2026-03-04 02:11 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical article on CRDTs
2026-03-04 01:41 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 01:33 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical article on CRDTs
2026-03-04 01:03 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 00:57 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical article on CRDTs
2026-03-04 00:21 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-04 00:18 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical article on CRDTs
2026-03-03 23:40 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-03 23:39 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical article on CRDTs
2026-03-03 23:35 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-03 23:02 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical article on CRDTs
2026-03-03 22:55 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-03 22:34 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical article on CRDTs
2026-03-03 22:28 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-03 22:00 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical article on CRDTs
2026-03-03 21:46 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical article on CRDTs
2026-03-03 21:36 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-03 21:05 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Technical article on CRDTs
2026-03-03 21:03 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral)
reasoning
Technical article on CRDTs, no human rights discussion
2026-03-03 21:01 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral)
reasoning
Technical article on CRDTs