Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 +0.16 Neutral 0.80 -0.16 Workplace Practices
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 +0.10 Neutral 0.80 -0.10 Labor Rights
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite Delta
Preamble ND ND
Article 1 ND ND
Article 2 ND ND
Article 3 ND ND
Article 4 ND ND
Article 5 ND ND
Article 6 ND ND
Article 7 ND ND
Article 8 ND ND
Article 9 ND ND
Article 10 ND ND
Article 11 ND ND
Article 12 ND ND
Article 13 ND ND
Article 14 ND ND
Article 15 ND ND
Article 16 ND ND
Article 17 ND ND
Article 18 ND ND
Article 19 ND ND
Article 20 ND ND
Article 21 ND ND
Article 22 ND ND
Article 23 ND ND
Article 24 ND ND
Article 25 ND ND
Article 26 ND ND
Article 27 ND ND
Article 28 ND ND
Article 29 ND ND
Article 30 ND ND
0.00 How to Kill the Code Review (www.latent.space)
15 points by tonkkatonka 1 days ago | 4 comments on HN | Neutral ~lite vlite-1.5
Summary ~lite Workplace Practices Neutral
Article discusses eliminating code reviews in software development.
EQ 0.50
SO 0.60
TD 0.40
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 24 HN snapshots · 42 evals
+1 0 −1 HN
Audit Trail 62 entries
2026-03-04 06:39 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-04 06:39 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
The content discusses code reviews in a tech context, no explicit rights discourse.
2026-03-04 06:39 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 06:21 eval_success Lite evaluated: Neutral (0.05) - -
2026-03-04 06:21 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Tech blog post, no rights discussion
2026-03-04 06:21 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 03:20 eval_success Lite evaluated: Neutral (0.05) - -
2026-03-04 03:20 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 03:20 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Tech blog post, no rights discussion
2026-03-04 03:10 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-04 03:10 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 03:10 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
The content discusses code reviews in a tech context, no explicit rights discourse.
2026-03-04 03:06 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-04 03:06 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
The content discusses code reviews in a tech context, no explicit rights discourse.
2026-03-04 03:06 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 02:40 eval_success Lite evaluated: Neutral (0.05) - -
2026-03-04 02:40 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Tech blog post, no rights discussion
2026-03-04 02:40 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 02:34 eval_success Lite evaluated: Neutral (0.05) - -
2026-03-04 02:34 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Tech blog post, no rights discussion
2026-03-04 02:34 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 02:20 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-04 02:20 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
The content discusses code reviews in a tech context, no explicit rights discourse.
2026-03-04 02:20 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 02:00 eval_success Lite evaluated: Neutral (0.05) - -
2026-03-04 02:00 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Tech blog post, no rights discussion
2026-03-04 02:00 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 01:46 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-04 01:46 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
The content discusses code reviews in a tech context, no explicit rights discourse.
2026-03-04 01:46 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 01:18 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Tech blog post, no rights discussion
2026-03-04 01:07 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
The content discusses code reviews in a tech context, no explicit rights discourse.
2026-03-04 01:01 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
The content discusses code reviews in a tech context, no explicit rights discourse.
2026-03-04 00:40 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Tech blog post, no rights discussion
2026-03-04 00:34 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Tech blog post, no rights discussion
2026-03-04 00:20 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
The content discusses code reviews in a tech context, no explicit rights discourse.
2026-03-04 00:13 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
The content discusses code reviews in a tech context, no explicit rights discourse.
2026-03-03 23:55 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Tech blog post, no rights discussion
2026-03-03 23:36 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
The content discusses code reviews in a tech context, no explicit rights discourse.
2026-03-03 23:16 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Tech blog post, no rights discussion
2026-03-03 22:56 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
The content discusses code reviews in a tech context, no explicit rights discourse.
2026-03-03 22:46 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Tech blog post, no rights discussion
2026-03-03 22:41 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Tech blog post, no rights discussion
2026-03-03 22:27 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
The content discusses code reviews in a tech context, no explicit rights discourse.
2026-03-03 22:13 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Tech blog post, no rights discussion
2026-03-03 21:32 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
The content discusses code reviews in a tech context, no explicit rights discourse.
2026-03-03 21:15 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Tech blog post, no rights discussion
2026-03-03 20:58 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
The content discusses code reviews in a tech context, no explicit rights discourse.
2026-03-03 20:52 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
The content discusses code reviews in a tech context, no explicit rights discourse.
2026-03-03 20:43 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Tech blog post, no rights discussion
2026-03-03 20:17 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
The content discusses code reviews in a tech context, no explicit rights discourse.
2026-03-03 20:11 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Tech blog post, no rights discussion
2026-03-03 19:36 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
The content discusses code reviews in a tech context, no explicit rights discourse.
2026-03-03 19:31 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
The content discusses code reviews in a tech context, no explicit rights discourse.
2026-03-03 19:28 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Tech blog post, no rights discussion
2026-03-03 19:23 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Tech blog post, no rights discussion
2026-03-03 18:46 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
The content discusses code reviews in a tech context, no explicit rights discourse.
2026-03-03 18:38 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Tech blog post, no rights discussion
2026-03-03 18:33 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Tech blog post, no rights discussion
2026-03-03 18:08 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
The content discusses code reviews in a tech context, no explicit rights discourse.
2026-03-03 18:03 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral)
reasoning
The content discusses code reviews in a tech context, no explicit rights discourse.
2026-03-03 18:02 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral)
reasoning
Tech blog post, no rights discussion