Mount Mayhem at Netflix: Scaling Containers on Modern CPUs

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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-4-scout-17b-16e-instruct lite 0.00 @cf/meta/llama-3.3-70b-instruct-fp8-fast 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	Mount Mayhem at Netflix: Scaling Containers on Modern CPUs (netflixtechblog.com)
	69 points by vquemener 7 days ago \| 32 comments on HN ~lite vlite-2.0

Summary ~lite

Technical blog post on scaling containers on modern CPUs, neutral tone, informative content.

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

Longitudinal 294 HN snapshots · 71 evals

Audit Trail 91 entries

2026-03-06 03:56	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-06 03:56	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 03:49	eval_success	PSQ evaluated: g-PSQ=0.464 (3 dims)	- -
2026-03-06 03:49	eval	Evaluated by llama-3.3-70b-wai-psq: +0.46 (Moderate positive) 0.00
2026-03-06 03:44	eval_success	PSQ evaluated: g-PSQ=0.464 (3 dims)	- -
2026-03-06 03:44	eval	Evaluated by llama-3.3-70b-wai-psq: +0.46 (Moderate positive) 0.00
2026-03-05 08:44	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-05 08:44	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-05 08:39	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-05 08:39	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-05 08:37	eval_success	PSQ evaluated: g-PSQ=0.464 (3 dims)	- -
2026-03-05 08:37	eval	Evaluated by llama-3.3-70b-wai-psq: +0.46 (Moderate positive) 0.00
2026-03-05 08:32	eval_success	PSQ evaluated: g-PSQ=0.464 (3 dims)	- -
2026-03-05 08:32	eval	Evaluated by llama-3.3-70b-wai-psq: +0.46 (Moderate positive)
2026-03-04 22:55	eval_success	Lite evaluated: Neutral (-0.08)	- -
2026-03-04 22:55	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 22:55	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.08
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 22:50	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-04 22:50	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.08
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 22:50	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 22:49	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-04 22:49	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 22:49	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 22:08	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-04 22:08	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 22:08	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 22:07	eval_success	Lite evaluated: Neutral (-0.08)	- -
2026-03-04 22:07	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 22:07	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 21:36	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-04 21:36	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 21:36	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 21:32	eval_success	Lite evaluated: Neutral (-0.08)	- -
2026-03-04 21:32	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.08
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 21:30	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 20:48	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.08
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 20:47	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 20:13	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) +0.02
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 20:12	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) +0.30
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 19:23	eval	Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 19:22	eval	Evaluated by llama-4-scout-wai: -0.10 (Neutral) -0.02
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 19:16	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) +0.02
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 18:20	eval	Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 18:13	eval	Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 16:59	eval	Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 16:43	eval	Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 16:12	eval	Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 16:04	eval	Evaluated by llama-4-scout-wai: -0.10 (Neutral) -0.02
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 15:32	eval	Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 15:26	eval	Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 15:23	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 14:50	eval	Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 14:41	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) +0.02
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 14:09	eval	Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 14:04	eval	Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 14:03	eval	Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 13:26	eval	Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 13:25	eval	Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 12:52	eval	Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 12:49	eval	Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 12:11	eval	Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 12:07	eval	Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 11:31	eval	Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 11:25	eval	Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 11:24	eval	Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 10:42	eval	Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 10:37	eval	Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 10:08	eval	Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 10:06	eval	Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 09:27	eval	Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 09:21	eval	Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 08:51	eval	Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 08:47	eval	Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 08:45	eval	Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 08:11	eval	Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 08:10	eval	Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 07:39	eval	Evaluated by llama-3.3-70b-wai: -0.30 (Mild negative) -0.38
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 07:37	eval	Evaluated by llama-4-scout-wai: -0.10 (Neutral) -0.18
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 07:04	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 06:59	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 06:58	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) +0.03
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 05:50	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 05:49	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 05:05	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 05:04	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 05:01	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 04:59	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 04:18	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 04:16	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Tech blog post, neutral stance, transparent indicators
2026-03-04 03:48	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral)
	reasoning Technical blog post on scaling containers, no human rights discussion
2026-03-04 03:46	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral)
	reasoning Tech blog post, neutral stance, transparent indicators

build 4329e1b+z4y4 · deployed 2026-03-08 11:51 UTC · evaluated 2026-03-08 02:36:46 UTC