ND What CI looks like at a 100-person team (PostHog) (www.mendral.com)
55 points by shad42 5 days ago | 30 comments on HN ~lite vlite-2.0
Summary ~lite
The article discusses CI at scale, sharing PostHog's experiences and a tool called Mendral that diagnoses and fixes CI failures.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 92 HN snapshots · 12 evals
+1 0 −1 HN
Audit Trail 30 entries
2026-03-17 14:07 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-17 14:07 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 14:05 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-17 14:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on CI at scale, no explicit human rights discussion
2026-03-17 14:05 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-17 13:27 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-17 13:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 13:25 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-17 13:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on CI at scale, no explicit human rights discussion
2026-03-17 13:25 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-17 12:27 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-17 12:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 12:25 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-17 12:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on CI at scale, no explicit human rights discussion
2026-03-17 12:25 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-17 11:52 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-17 11:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 11:49 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-17 11:49 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on CI at scale, no explicit human rights discussion
2026-03-17 11:49 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-17 11:15 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-17 11:15 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 11:12 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-17 11:12 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on CI at scale, no explicit human rights discussion
2026-03-17 11:12 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-17 10:40 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-17 10:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-17 10:37 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-17 10:37 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical blog post on CI at scale, no explicit human rights discussion
2026-03-17 10:37 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -