Show HN: We want to displace Notion with collaborative Markdown files

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

ND	Show HN: We want to displace Notion with collaborative Markdown files (www.moment.dev)
	27 points by antics 1 days ago \| 9 comments on HN ~lite vlite-2.0

Summary ~lite

Moment.dev presents a collaborative Markdown workspace, emphasizing programmability and security.

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

Longitudinal 239 HN snapshots · 41 evals

Audit Trail 61 entries

2026-03-05 05:59	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-05 05:59	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-05 05:54	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-05 05:54	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-05 05:52	eval_success	PSQ evaluated: g-PSQ=0.419 (3 dims)	- -
2026-03-05 05:52	eval	Evaluated by llama-3.3-70b-wai-psq: +0.42 (Moderate positive) 0.00
2026-03-05 05:48	eval_success	PSQ evaluated: g-PSQ=0.419 (3 dims)	- -
2026-03-05 05:48	eval	Evaluated by llama-3.3-70b-wai-psq: +0.42 (Moderate positive)
2026-03-04 18:44	eval_success	Lite evaluated: Moderate negative (-0.50)	- -
2026-03-04 18:44	eval	Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) 0.00
	reasoning Product feature page, neutral stance
2026-03-04 18:44	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 17:43	eval_success	Lite evaluated: Moderate negative (-0.50)	- -
2026-03-04 17:43	eval	Evaluated by llama-4-scout-wai: -0.50 (Moderate negative) -0.58
	reasoning Product presentation, no explicit human rights discussion
2026-03-04 17:43	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 (-0.50)	- -
2026-03-04 17:26	eval	Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) 0.00
	reasoning Product feature page, neutral stance
2026-03-04 17:26	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 17:21	eval_success	Lite evaluated: Moderate negative (-0.50)	- -
2026-03-04 17:21	eval	Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) -0.61
	reasoning Product feature page, neutral stance
2026-03-04 17:21	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 06:20	eval_success	Lite evaluated: Mild positive (0.11)	- -
2026-03-04 06:20	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 06:20	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Product feature page, neutral stance
2026-03-04 05:51	eval_success	Lite evaluated: Neutral (0.08)	- -
2026-03-04 05:51	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Product presentation, no explicit human rights discussion
2026-03-04 05:51	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 05:32	eval_success	Lite evaluated: Mild positive (0.11)	- -
2026-03-04 05:32	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Product feature page, neutral stance
2026-03-04 05:32	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 05:07	eval_success	Lite evaluated: Neutral (0.08)	- -
2026-03-04 05:07	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 05:07	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Product presentation, no explicit human rights discussion
2026-03-04 04:41	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Product feature page, neutral stance
2026-03-04 04:36	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Product feature page, neutral stance
2026-03-04 04:25	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Product presentation, no explicit human rights discussion
2026-03-04 04:02	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Product feature page, neutral stance
2026-03-04 03:52	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Product presentation, no explicit human rights discussion
2026-03-04 03:24	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Product feature page, neutral stance
2026-03-04 03:12	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Product presentation, no explicit human rights discussion
2026-03-04 02:48	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Product feature page, neutral stance
2026-03-04 02:29	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Product presentation, no explicit human rights discussion
2026-03-04 02:09	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Product feature page, neutral stance
2026-03-04 01:52	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Product presentation, no explicit human rights discussion
2026-03-04 01:28	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Product feature page, neutral stance
2026-03-04 01:12	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Product presentation, no explicit human rights discussion
2026-03-04 00:52	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Product feature page, neutral stance
2026-03-04 00:33	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Product presentation, no explicit human rights discussion
2026-03-04 00:28	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Product presentation, no explicit human rights discussion
2026-03-04 00:13	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Product feature page, neutral stance
2026-03-04 00:08	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Product feature page, neutral stance
2026-03-03 23:47	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Product presentation, no explicit human rights discussion
2026-03-03 23:42	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Product presentation, no explicit human rights discussion
2026-03-03 23:26	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Product feature page, neutral stance
2026-03-03 23:05	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Product presentation, no explicit human rights discussion
2026-03-03 23:00	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Product presentation, no explicit human rights discussion
2026-03-03 22:54	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Product presentation, no explicit human rights discussion
2026-03-03 22:53	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Product feature page, neutral stance
2026-03-03 22:25	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Product presentation, no explicit human rights discussion
2026-03-03 22:25	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
	reasoning Product feature page, neutral stance
2026-03-03 19:04	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral)
	reasoning Product presentation, no explicit human rights discussion
2026-03-03 19:04	eval	Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive)
	reasoning Product feature page, neutral stance

build d154933+hz7p · deployed 2026-03-05 17:51 UTC · evaluated 2026-03-03 07:16:53 UTC