Go is the best language for agents

Alpha 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 ND @cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 @cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 claude-haiku-4-5 lite 0.00 openai/gpt-oss-120b:free lite ND google/gemma-3-27b-it:free lite ND qwen/qwen3-coder:free lite ND Compare

ND	Go is the best language for agents (getbruin.com)
	195 points by karakanb 3 days ago \| 289 comments on HN ~lite vlite-2.0

Summary ~lite

The content promotes Go as the best language for AI agents without providing substantial trust or threat signals.

Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available

Longitudinal 382 HN snapshots · 106 evals

Audit Trail 126 entries

2026-03-05 07:02	eval_success	PSQ evaluated: g-PSQ=0.474 (3 dims)	- -
2026-03-05 07:02	eval	Evaluated by llama-4-scout-wai-psq: +0.47 (Moderate positive)
2026-03-05 06:53	eval_success	PSQ evaluated: g-PSQ=0.000 (3 dims)	- -
2026-03-05 06:53	eval	Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral)
2026-03-04 18:47	eval_success	Lite evaluated: Moderate negative (-0.50)	- -
2026-03-04 18:47	eval	Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) +0.02
	reasoning Technical blog post
2026-03-04 18:47	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 17:47	eval_success	Lite evaluated: Moderate negative (-0.50)	- -
2026-03-04 17:47	eval	Evaluated by llama-4-scout-wai: -0.50 (Moderate negative) -0.58
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-04 17:47	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 17:26	eval_success	Lite evaluated: Moderate negative (-0.52)	- -
2026-03-04 17:26	eval	Evaluated by llama-3.3-70b-wai: -0.52 (Moderate negative) -0.57
	reasoning Technical blog post
2026-03-04 06:45	eval_success	Lite evaluated: Neutral (0.08)	- -
2026-03-04 06:45	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-04 06:45	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 06:32	eval_success	Lite evaluated: Neutral (0.05)	- -
2026-03-04 06:32	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 06:32	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-04 06:27	eval_success	Lite evaluated: Neutral (0.05)	- -
2026-03-04 06:27	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-04 06:27	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 19:38	eval_success	Lite evaluated: Neutral (0.08)	- -
2026-03-03 19:38	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) +0.06
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 19:38	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 19:03	eval_success	Lite evaluated: Neutral (0.05)	- -
2026-03-03 19:03	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 19:03	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 18:54	eval_success	Lite evaluated: Neutral (0.02)	- -
2026-03-03 18:54	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 18:54	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 18:20	eval_success	Lite evaluated: Neutral (0.05)	- -
2026-03-03 18:20	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 18:12	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 18:07	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 17:46	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 17:41	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 17:24	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 17:19	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 17:02	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 16:45	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 16:26	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 16:05	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 15:41	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 15:21	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 15:05	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 14:46	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 14:25	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 14:20	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 14:00	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 13:39	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 13:34	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 13:21	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 13:14	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 12:50	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 12:45	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 12:30	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 12:10	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 11:49	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 11:22	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 11:17	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 11:02	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 10:57	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 10:32	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 10:25	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 10:09	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 10:04	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 09:40	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 09:11	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 09:03	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 08:59	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 08:36	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 08:18	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 07:59	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 07:54	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 07:45	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 07:40	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 07:09	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 06:55	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 06:21	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 06:11	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 06:06	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 05:46	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 05:30	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 05:25	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 05:04	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 04:58	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 04:43	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 04:27	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 04:14	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 04:08	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 03:50	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 03:45	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 03:33	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 03:06	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 02:59	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 02:59	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 02:54	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 02:22	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 02:20	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 02:15	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 01:44	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 01:34	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 01:04	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 00:59	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 00:57	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 00:52	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post
2026-03-03 00:17	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) -0.14
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-03 00:14	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) +0.01
	reasoning Technical blog post
2026-03-02 23:46	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-02 23:45	eval	Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
	reasoning Technical blog post
2026-03-02 23:09	eval	Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
	reasoning Technical blog post
2026-03-02 23:07	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-02 23:04	eval	Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
	reasoning Technical blog post
2026-03-02 22:26	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) +0.16
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-02 22:25	eval	Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) +0.04
	reasoning Technical blog post
2026-03-02 21:53	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-02 21:51	eval	Evaluated by claude-haiku-4-5: 0.00 (Neutral)
	reasoning Technical blog post on Go language, zero UDHR relevance
2026-03-02 21:50	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical blog post
2026-03-02 21:45	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical blog post
2026-03-02 21:17	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-02 21:12	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-02 21:10	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical blog post
2026-03-02 20:22	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-02 20:21	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical blog post
2026-03-02 19:44	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral)
	reasoning tech blog post, no explicit rights discussion, low transparency
2026-03-02 19:44	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
	reasoning Technical blog post

build 4392701+vuaz · deployed 2026-03-06 03:49 UTC · evaluated 2026-03-03 07:16:53 UTC