Show HN: Qlog – grep for logs, but 100x faster — Pending

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

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

ND	Show HN: Qlog – grep for logs, but 100x faster (github.com)
	16 points by cosm00 1 days ago \| 19 comments on HN ~lite vlite-2.0

Summary ~lite

Neutral technical content

Lite evaluation by llama-3.3-70b-wai-psq · editorial channel only · no per-section breakdown available

Longitudinal 284 HN snapshots · 32 evals

Audit Trail 52 entries

2026-03-06 04:25	eval_success	PSQ evaluated: g-PSQ=0.284 (3 dims)	- -
2026-03-06 04:25	eval	Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) 0.00
2026-03-05 22:24	eval_success	PSQ evaluated: g-PSQ=0.120 (3 dims)	- -
2026-03-05 22:24	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-05 16:34	eval_success	PSQ evaluated: g-PSQ=0.284 (3 dims)	- -
2026-03-05 16:34	eval	Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) 0.00
2026-03-05 16:29	eval_success	PSQ evaluated: g-PSQ=0.284 (3 dims)	- -
2026-03-05 16:29	eval	Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) 0.00
2026-03-05 08:24	eval_success	PSQ evaluated: g-PSQ=0.120 (3 dims)	- -
2026-03-05 08:24	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-05 07:12	eval_success	PSQ evaluated: g-PSQ=0.284 (3 dims)	- -
2026-03-05 07:12	eval	Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) 0.00
2026-03-05 07:07	eval_success	PSQ evaluated: g-PSQ=0.284 (3 dims)	- -
2026-03-05 07:07	eval	Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) 0.00
2026-03-05 04:53	eval_success	PSQ evaluated: g-PSQ=0.120 (3 dims)	- -
2026-03-05 04:53	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) +0.08
2026-03-05 04:48	eval_success	PSQ evaluated: g-PSQ=0.038 (3 dims)	- -
2026-03-05 04:48	eval	Evaluated by llama-4-scout-wai-psq: +0.04 (Neutral)
2026-03-05 04:31	eval_success	PSQ evaluated: g-PSQ=0.284 (3 dims)	- -
2026-03-05 04:31	eval	Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive)
2026-03-05 04:08	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-05 04:08	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical content, no rights discussion
2026-03-05 04:08	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-05 04:07	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-05 04:07	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-05 04:07	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-05 04:02	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-05 04:02	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-05 04:02	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-05 03:29	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-05 03:29	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-05 03:29	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical content, no rights discussion
2026-03-05 03:16	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-05 03:16	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-05 03:16	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-05 02:48	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical content, no rights discussion
2026-03-05 02:44	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical content, no rights discussion
2026-03-05 02:43	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-05 02:04	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical content, no rights discussion
2026-03-05 02:02	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-05 01:25	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical content, no rights discussion
2026-03-05 01:19	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-05 00:47	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical content, no rights discussion
2026-03-05 00:43	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-05 00:42	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical content, no rights discussion
2026-03-05 00:05	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-05 00:04	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical content, no rights discussion
2026-03-04 23:27	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical GitHub page, no human rights discussion
2026-03-04 23:26	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical content, no rights discussion
2026-03-04 21:11	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical content, no rights discussion
2026-03-04 21:08	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral)
	reasoning Technical GitHub page, no human rights discussion
2026-03-04 21:06	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
	reasoning Technical content, no rights discussion

build 7a5e5c1+p11n · deployed 2026-03-06 04:40 UTC · evaluated 2026-03-03 07:16:53 UTC