How to Kill the Code Review

Beta This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology →

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

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

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

build da2340d+et3n · deployed 2026-03-04 21:44 UTC · evaluated 2026-03-03 07:16:53 UTC