0.00 Treat Agent Output Like Compiler Output (skiplabs.io)
4 points by friscofoodie 2 days ago | 2 comments on HN | Neutral ~lite vlite-1.6
Summary ~lite AI Development Neutral
Blog post discussing AI-generated code and compiler output.
EQ 0.00
SO 0.00
TD 0.00
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 7 HN snapshots · 61 evals
+1 0 −1 HN
Audit Trail 81 entries
2026-03-10 17:41 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-10 17:41 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 17:41 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-10 17:09 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-10 17:09 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 17:04 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-10 17:04 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 17:04 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-10 16:25 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-10 16:25 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 16:25 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-10 16:15 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-10 16:15 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 15:49 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-10 15:49 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 15:49 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-10 15:39 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-10 15:39 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 15:10 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-10 15:10 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 15:10 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-10 15:00 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-10 15:00 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 14:32 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-10 14:32 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 14:32 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-10 14:10 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-03-10 14:03 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-10 14:03 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 13:54 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-10 13:54 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 13:54 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-10 13:28 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 13:19 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 12:51 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 12:42 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 12:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 12:14 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 12:09 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 11:55 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 11:48 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 11:38 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 11:28 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 11:21 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 11:09 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 11:05 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 10:53 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 10:46 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 10:31 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 10:28 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 10:14 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 10:12 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 09:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 09:55 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 09:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 09:39 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 09:23 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 09:22 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 09:09 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 09:04 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 08:52 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 08:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 08:35 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 08:31 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 08:19 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 08:13 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 08:03 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 07:55 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 07:45 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 07:36 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 07:29 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 07:17 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 07:10 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 06:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 06:52 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 06:36 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 06:35 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 06:15 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 06:14 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.
2026-03-10 05:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-10 05:56 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral)
reasoning
Technical blog post discussing AI-generated code and compiler output, no explicit human rights discussion.