Show HN: Cloudwright – validate, cost, and export cloud architectures from text — Pending

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 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 Compare

ND	Show HN: Cloudwright – validate, cost, and export cloud architectures from text (github.com)
	2 points by xmpuspus 1 days ago \| 0 comments on HN ~lite vlite-2.0

Summary ~lite

GitHub repository page for Cloudwright, a tool for cloud engineers, with neutral tone and no visible threats.

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

Longitudinal 147 HN snapshots · 23 evals

Audit Trail 43 entries

2026-03-05 05:24	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-05 05:24	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-05 05:22	eval_success	PSQ evaluated: g-PSQ=0.284 (3 dims)	- -
2026-03-05 05:22	eval	Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) 0.00
2026-03-05 05:18	eval_success	PSQ evaluated: g-PSQ=0.284 (3 dims)	- -
2026-03-05 05:18	eval	Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive)
2026-03-04 18:49	eval_success	Lite evaluated: Moderate negative (-0.42)	- -
2026-03-04 18:49	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 18:49	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
	reasoning GitHub repository page for Cloudwright, a cloud architecture tool, no human rights discussion
2026-03-04 18:33	eval_success	Lite evaluated: Moderate negative (-0.42)	- -
2026-03-04 18:33	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 18:33	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Cloud architecture tool, no rights discussion
2026-03-04 16:37	eval_success	Lite evaluated: Moderate negative (-0.42)	- -
2026-03-04 16:37	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Cloud architecture tool, no rights discussion
2026-03-04 16:37	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 16:36	eval_success	Lite evaluated: Moderate negative (-0.42)	- -
2026-03-04 16:36	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
	reasoning GitHub repository page for Cloudwright, a cloud architecture tool, no human rights discussion
2026-03-04 16:36	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 15:55	eval_success	Lite evaluated: Moderate negative (-0.42)	- -
2026-03-04 15:55	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
	reasoning GitHub repository page for Cloudwright, a cloud architecture tool, no human rights discussion
2026-03-04 15:55	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 15:50	eval_success	Lite evaluated: Moderate negative (-0.42)	- -
2026-03-04 15:49	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 15:49	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
	reasoning GitHub repository page for Cloudwright, a cloud architecture tool, no human rights discussion
2026-03-04 15:46	eval_success	Lite evaluated: Moderate negative (-0.42)	- -
2026-03-04 15:46	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Cloud architecture tool, no rights discussion
2026-03-04 15:46	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 15:12	eval_success	Lite evaluated: Moderate negative (-0.42)	- -
2026-03-04 15:12	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 15:12	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
	reasoning GitHub repository page for Cloudwright, a cloud architecture tool, no human rights discussion
2026-03-04 15:09	eval_success	Lite evaluated: Moderate negative (-0.42)	- -
2026-03-04 15:09	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Cloud architecture tool, no rights discussion
2026-03-04 14:33	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
	reasoning GitHub repository page for Cloudwright, a cloud architecture tool, no human rights discussion
2026-03-04 14:30	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Cloud architecture tool, no rights discussion
2026-03-04 13:52	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
	reasoning GitHub repository page for Cloudwright, a cloud architecture tool, no human rights discussion
2026-03-04 13:50	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Cloud architecture tool, no rights discussion
2026-03-04 13:15	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
	reasoning GitHub repository page for Cloudwright, a cloud architecture tool, no human rights discussion
2026-03-04 13:14	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Cloud architecture tool, no rights discussion
2026-03-04 13:10	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
	reasoning GitHub repository page for Cloudwright, a cloud architecture tool, no human rights discussion
2026-03-04 13:09	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Cloud architecture tool, no rights discussion
2026-03-04 07:49	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
	reasoning GitHub repository page for Cloudwright, a cloud architecture tool, no human rights discussion
2026-03-04 07:45	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative)
	reasoning GitHub repository page for Cloudwright, a cloud architecture tool, no human rights discussion
2026-03-04 07:42	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative)
	reasoning Cloud architecture tool, no rights discussion

build bafb32b+r7v5 · deployed 2026-03-05 04:26 UTC · evaluated 2026-03-03 07:16:53 UTC