ND Ask HN: How are you using multi-agent AI systems in your daily workflow?
14 points by paifamily 1 days ago | 13 comments on HN ~lite vlite-2.0
Summary ~lite
Discussion on using multi-agent AI systems in daily workflows.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 539 HN snapshots · 39 evals
+1 0 −1 HN
Audit Trail 59 entries
2026-03-06 17:49 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-06 17:49 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 17:30 eval_success PSQ evaluated: g-PSQ=0.432 (3 dims) - -
2026-03-06 17:30 eval Evaluated by llama-3.3-70b-wai-psq: +0.43 (Moderate positive) +0.01
2026-03-06 11:41 eval_success PSQ evaluated: g-PSQ=0.419 (3 dims) - -
2026-03-06 11:41 eval Evaluated by llama-3.3-70b-wai-psq: +0.42 (Moderate positive) -0.01
2026-03-06 11:12 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-06 11:12 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 11:09 eval_success PSQ evaluated: g-PSQ=0.432 (3 dims) - -
2026-03-06 11:09 eval Evaluated by llama-3.3-70b-wai-psq: +0.43 (Moderate positive) 0.00
2026-03-06 10:38 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-06 10:38 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 10:35 eval_success PSQ evaluated: g-PSQ=0.432 (3 dims) - -
2026-03-06 10:35 eval Evaluated by llama-3.3-70b-wai-psq: +0.43 (Moderate positive) -0.17
2026-03-06 10:04 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-06 10:04 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 10:03 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-06 10:03 eval Evaluated by llama-3.3-70b-wai-psq: +0.60 (Strong positive) +0.17
2026-03-06 09:30 eval_success PSQ evaluated: g-PSQ=0.432 (3 dims) - -
2026-03-06 09:30 eval Evaluated by llama-3.3-70b-wai-psq: +0.43 (Moderate positive) 0.00
2026-03-06 09:29 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-06 09:29 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 09:24 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-06 09:24 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 08:56 eval_success PSQ evaluated: g-PSQ=0.432 (3 dims) - -
2026-03-06 08:56 eval Evaluated by llama-3.3-70b-wai-psq: +0.43 (Moderate positive) 0.00
2026-03-06 08:50 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-06 08:50 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 08:28 eval_success PSQ evaluated: g-PSQ=0.432 (3 dims) - -
2026-03-06 08:28 eval Evaluated by llama-3.3-70b-wai-psq: +0.43 (Moderate positive) +0.01
2026-03-06 08:23 eval_success PSQ evaluated: g-PSQ=0.419 (3 dims) - -
2026-03-06 08:23 eval Evaluated by llama-3.3-70b-wai-psq: +0.42 (Moderate positive) 0.00
2026-03-06 08:19 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-06 08:19 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 07:54 eval_success PSQ evaluated: g-PSQ=0.419 (3 dims) - -
2026-03-06 07:54 eval Evaluated by llama-3.3-70b-wai-psq: +0.42 (Moderate positive) -0.18
2026-03-06 07:47 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-06 07:47 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 07:23 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-06 07:23 eval Evaluated by llama-3.3-70b-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 07:18 eval Evaluated by llama-3.3-70b-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 07:15 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 06:47 eval Evaluated by llama-3.3-70b-wai-psq: +0.60 (Strong positive) +0.18
2026-03-06 06:43 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 06:42 eval Evaluated by llama-3.3-70b-wai-psq: +0.42 (Moderate positive) 0.00
2026-03-06 06:11 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 06:10 eval Evaluated by llama-3.3-70b-wai-psq: +0.42 (Moderate positive) -0.01
2026-03-06 06:04 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Tech discussion on AI systems, no human rights discussion
2026-03-06 05:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Tech discussion on AI systems, no human rights discussion
2026-03-06 05:53 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Tech discussion on AI systems, no human rights discussion
2026-03-06 05:48 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Tech discussion on AI systems, no human rights discussion
2026-03-06 05:43 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Tech discussion on AI systems, no human rights discussion
2026-03-06 05:38 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Tech discussion on AI systems, no human rights discussion
2026-03-06 05:33 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Tech discussion on AI systems, no human rights discussion
2026-03-06 05:28 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-06 05:28 eval Evaluated by llama-3.3-70b-wai-psq: +0.43 (Moderate positive)
2026-03-06 05:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Tech discussion on AI systems, no human rights discussion
2026-03-06 05:22 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Tech discussion on AI systems, no human rights discussion
2026-03-06 05:22 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Neutral AI discussion