If AI writes code, should the session be part of the commit?

Model: @cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 Compare

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	Technology Development
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	0.00	ND	Neutral	0.90	0.00	Tech neutrality

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	If AI writes code, should the session be part of the commit? (github.com)
	385 points by mandel_x 15 hours ago \| 330 comments on HN \| Neutral ~lite vlite-1.4

Summary ~lite Technology Development Neutral

Discusses code commit practices on GitHub

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 378 HN snapshots · 51 evals

Audit Trail 71 entries

2026-03-02 15:43	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 15:43	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial stance on GitHub code commit discussions
2026-03-02 15:42	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 15:42	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral tech content
2026-03-02 15:38	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 15:38	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial stance on GitHub code commit discussions
2026-03-02 14:59	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 14:59	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral tech content
2026-03-02 14:57	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 14:57	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial stance on GitHub code commit discussions
2026-03-02 14:52	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 14:52	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial stance on GitHub code commit discussions
2026-03-02 14:19	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 14:19	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral tech content
2026-03-02 14:14	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 14:14	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral tech content
2026-03-02 14:09	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 14:09	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial stance on GitHub code commit discussions
2026-03-02 14:05	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 14:05	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial stance on GitHub code commit discussions
2026-03-02 13:40	credit_exhausted	Credit balance too low, pausing provider for 30 min	- -
2026-03-02 13:31	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 13:31	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral tech content
2026-03-02 13:17	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 13:17	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial stance on GitHub code commit discussions
2026-03-02 13:12	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 13:12	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial stance on GitHub code commit discussions
2026-03-02 12:54	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 12:54	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral tech content
2026-03-02 12:47	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 12:47	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral tech content
2026-03-02 12:27	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 12:27	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial stance on GitHub code commit discussions
2026-03-02 12:22	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 12:22	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial stance on GitHub code commit discussions
2026-03-02 12:07	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 12:07	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral tech content
2026-03-02 11:51	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 11:51	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial stance on GitHub code commit discussions
2026-03-02 11:29	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral tech content
2026-03-02 11:10	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial stance on GitHub code commit discussions
2026-03-02 10:54	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral tech content
2026-03-02 10:21	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial stance on GitHub code commit discussions
2026-03-02 10:08	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral tech content
2026-03-02 09:39	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial stance on GitHub code commit discussions
2026-03-02 09:34	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial stance on GitHub code commit discussions
2026-03-02 09:26	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral tech content
2026-03-02 08:44	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial stance on GitHub code commit discussions
2026-03-02 08:35	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral tech content
2026-03-02 08:30	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral tech content
2026-03-02 08:00	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial stance on GitHub code commit discussions
2026-03-02 07:51	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral tech content
2026-03-02 07:11	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial stance on GitHub code commit discussions
2026-03-02 07:07	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral tech content
2026-03-02 06:32	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial stance on GitHub code commit discussions
2026-03-02 06:24	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral tech content
2026-03-02 06:20	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral tech content
2026-03-02 05:56	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial stance on GitHub code commit discussions
2026-03-02 05:50	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial stance on GitHub code commit discussions
2026-03-02 05:49	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral tech content
2026-03-02 05:07	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral tech content
2026-03-02 05:06	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial stance on GitHub code commit discussions
2026-03-02 04:32	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral tech content
2026-03-02 04:30	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial stance on GitHub code commit discussions
2026-03-02 03:50	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral tech content
2026-03-02 03:47	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial stance on GitHub code commit discussions
2026-03-02 03:45	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral tech content
2026-03-02 03:05	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Editorial stance on GitHub code commit discussions
2026-03-02 03:04	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral tech content
2026-03-02 02:59	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral)
	reasoning Editorial stance on GitHub code commit discussions
2026-03-02 02:57	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
	reasoning Neutral tech content

build 346e6fd+rsmn · deployed 2026-03-02 15:47 UTC · evaluated 2026-03-02 15:21:43 UTC