Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.20 ND Mild positive 0.90 0.00 Technology Labor
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 AI and coding
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
+0.20 Generative AI coding tools and agents do not work for me (blog.miguelgrinberg.com)
399 points by nomdep 258 days ago | 450 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite Technology Labor Acknowledges
Author shares personal experience with AI coding tools, focusing on technical concerns
EQ 0.60
SO 0.70
TD 0.80
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 2 evals
+1 0 −1 HN
Audit Trail 4 entries
2026-03-02 11:44 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-02 11:44 eval Evaluated by llama-4-scout-wai: +0.20 (Mild positive)
reasoning
Editorial on AI coding tools, neutral to slightly negative
2026-03-02 11:41 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 11:41 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical blog post on AI coding tools