0.00 Will Claude Code ruin our team? (justinjackson.ca)
104 points by YounesDz 1 days ago | 100 comments on HN | Neutral ~lite vlite-1.6
Summary ~lite AI Ethics Neutral
Article explores AI's impact on software team dynamics and collaboration
EQ 0.50
SO 0.20
TD 0.80
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 64 HN snapshots · 143 evals
+1 0 −1 HN
Audit Trail 163 entries
2026-03-09 20:12 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-09 20:12 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 20:12 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-09 20:04 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-09 20:04 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-09 19:55 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-09 19:55 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 19:55 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-09 19:45 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-09 19:45 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-09 19:36 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-09 19:36 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 19:36 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-09 19:26 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-09 19:26 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 19:18 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-09 19:18 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 19:18 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-09 19:07 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-09 19:07 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-09 18:58 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-09 18:58 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 18:58 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-09 18:47 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-09 18:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-09 18:38 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-09 18:38 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 18:38 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-09 18:26 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-09 18:26 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-09 18:12 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-09 18:12 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 18:12 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-09 18:06 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 17:54 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 17:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-09 17:37 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 17:26 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 17:19 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 17:06 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-09 17:01 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 16:46 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 16:43 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 16:26 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-09 16:25 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 16:08 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 16:06 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-09 15:49 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 15:48 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-09 15:31 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 15:29 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 15:14 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 15:12 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-09 14:57 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 14:55 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-09 14:39 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 14:36 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-09 14:23 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 14:19 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 14:07 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 14:01 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-09 13:49 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 13:41 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-09 13:30 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 13:21 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-09 13:12 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 13:01 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 12:55 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 12:39 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 12:30 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 12:25 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-09 12:08 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral) -0.02
reasoning
Technical content with minimal rights discussion
2026-03-09 11:46 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 11:28 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 11:23 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-09 11:08 eval Evaluated by llama-3.3-70b-wai: -0.06 (Neutral) +0.02
reasoning
Technical content with minimal rights discussion
2026-03-09 10:39 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-09 10:20 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 10:15 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-09 10:00 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral) -0.02
reasoning
Technical content with minimal rights discussion
2026-03-09 09:56 eval Evaluated by llama-3.3-70b-wai: -0.06 (Neutral) 0.00
reasoning
Technical content with minimal rights discussion
2026-03-09 09:30 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-09 09:08 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 08:56 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-09 08:44 eval Evaluated by llama-3.3-70b-wai: -0.06 (Neutral) +0.02
reasoning
Technical content with minimal rights discussion
2026-03-09 08:14 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 08:09 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 08:02 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 07:50 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-09 07:40 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral) -0.02
reasoning
Technical content with minimal rights discussion
2026-03-09 07:05 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 06:59 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 06:54 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 06:47 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-09 06:38 eval Evaluated by llama-3.3-70b-wai: -0.06 (Neutral) 0.00
reasoning
Technical content with minimal rights discussion
2026-03-09 05:59 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 05:54 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 05:49 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 05:39 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-09 05:31 eval Evaluated by llama-3.3-70b-wai: -0.06 (Neutral) 0.00
reasoning
Technical content with minimal rights discussion
2026-03-09 04:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 04:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 04:36 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 04:31 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 04:30 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-09 04:23 eval Evaluated by llama-3.3-70b-wai: -0.06 (Neutral) +0.02
reasoning
Technical content with minimal rights discussion
2026-03-09 03:33 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 03:28 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 03:26 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 03:24 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-09 03:18 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral) -0.02
reasoning
Technical content with minimal rights discussion
2026-03-09 02:20 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 02:19 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 02:16 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-09 02:15 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 02:13 eval Evaluated by llama-3.3-70b-wai: -0.06 (Neutral) 0.00
reasoning
Technical content with minimal rights discussion
2026-03-09 01:13 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 01:10 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-09 01:09 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 01:06 eval Evaluated by llama-3.3-70b-wai: -0.06 (Neutral) +0.02
reasoning
Technical content with minimal rights discussion
2026-03-09 01:05 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-09 01:04 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-09 00:03 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 23:58 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 23:57 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral) 0.00
reasoning
Technical content with minimal rights discussion
2026-03-08 23:56 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-08 23:56 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-08 23:53 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral) 0.00
reasoning
Technical content with minimal rights discussion
2026-03-08 22:34 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 22:33 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-08 22:32 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-08 22:30 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral) 0.00
reasoning
Technical content with minimal rights discussion
2026-03-08 21:13 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 21:13 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-08 21:12 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-08 21:11 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral) 0.00
reasoning
Technical content with minimal rights discussion
2026-03-08 19:25 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 19:12 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-08 18:55 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-08 18:04 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral) 0.00
reasoning
Technical content with minimal rights discussion
2026-03-08 16:35 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 16:22 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-08 16:04 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-08 15:58 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) +0.02
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-08 15:46 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral) +0.02
reasoning
Technical content with minimal rights discussion
2026-03-08 07:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 07:26 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-08 07:15 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-08 07:15 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
Technical content with minimal rights discussion
2026-03-08 06:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-08 06:25 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-08 06:20 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-08 06:16 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-08 06:15 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
Technical content with minimal rights discussion
2026-03-08 05:23 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-08 05:18 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 05:16 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-08 05:15 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-08 05:15 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
Technical content with minimal rights discussion
2026-03-08 04:16 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-08 04:15 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive)
2026-03-08 04:15 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative)
reasoning
Article discusses AI's impact on software teams, no explicit human rights discussion
2026-03-08 04:15 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative)
reasoning
Technical content with minimal rights discussion