ND Software 3.1? – AI Functions (blog.mikegchambers.com)
42 points by aspittel 8 days ago | 59 comments on HN ~lite vlite-2.0
Summary ~lite
The blog post discusses AI Functions and Software 3.1, a new approach to integrating AI in software development.
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 09:37 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-05 09:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-05 09:28 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-05 09:28 eval Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive)
2026-02-28 06:30 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 06:30 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
ED, neutral tech discussion on AI functions
2026-02-28 06:30 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 06:26 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 06:26 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 06:26 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-02-28 06:19 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 06:19 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 06:19 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Tech blog with no rights stance