ND Beej updated the classic Linux network programming guide (beej.us)
414 points by matt321 1332 days ago | 77 comments on HN ~lite vlite-2.0
Summary ~lite
A safe and supportive guide website for learning programming.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal · 5 evals
+1 0 −1 HN
Audit Trail 13 entries
2026-03-05 15:50 eval_success PSQ evaluated: g-PSQ=0.360 (3 dims) - -
2026-03-05 15:50 eval Evaluated by llama-4-scout-wai-psq: +0.36 (Moderate positive)
2026-03-05 15:44 eval_success PSQ evaluated: g-PSQ=0.408 (3 dims) - -
2026-03-05 15:44 eval Evaluated by llama-3.3-70b-wai-psq: +0.41 (Moderate positive)
2026-03-03 08:48 eval_success Lite evaluated: Mild positive (0.11) - -
2026-03-03 08:48 eval Evaluated by llama-4-scout-wai: +0.11 (Mild positive) 0.00
reasoning
A technical guide website with no explicit human rights discussion
2026-03-03 08:48 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-03 08:43 eval_success Lite evaluated: Mild positive (0.11) - -
2026-03-03 08:43 eval Evaluated by llama-4-scout-wai: +0.11 (Mild positive)
reasoning
A technical guide website with no explicit human rights discussion
2026-03-03 08:43 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-03 08:42 eval_success Lite evaluated: Mild positive (0.11) - -
2026-03-03 08:42 eval Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive)
reasoning
Tech guide with open access
2026-03-03 08:42 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -