Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.90 0.00 tech development
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 1.00 0.00 No human 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 Use the Mikado Method to do safe changes in a complex codebase (understandlegacycode.com)
86 points by foenix 4 days ago | 33 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite tech development Neutral
Technical tutorial on using the Mikado Method for safe changes in complex codebases.
EQ 0.50
SO 0.50
TD 0.50
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 88 HN snapshots · 8 evals
+1 0 −1 HN
Audit Trail 16 entries
2026-03-02 18:10 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 18:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED, neutral tech tutorial
2026-03-02 18:05 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 18:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED, neutral tech tutorial
2026-03-02 17:55 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 17:55 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-03-02 16:53 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 16:53 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED, neutral tech tutorial
2026-03-02 16:48 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 16:48 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED, neutral tech tutorial
2026-03-02 16:45 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 16:45 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech tutorial
2026-03-02 15:27 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 15:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
ED, neutral tech tutorial
2026-03-02 15:27 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 15:27 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
PR tech tutorial