ND What I Learned After Building 3 TV Apps Coming from Mobile (dinkomarinac.dev)
53 points by dinko7 12 days ago | 47 comments on HN ~lite vlite-2.0
Summary ~lite
The author shares key lessons learned from building three TV apps, emphasizing the importance of understanding TV-specific design and development challenges.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal · 6 evals
+1 0 −1 HN
Audit Trail 26 entries
2026-03-05 10:07 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-05 10:07 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-05 09:56 eval_success PSQ evaluated: g-PSQ=0.321 (3 dims) - -
2026-03-05 09:56 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive)
2026-02-28 07:09 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 07:09 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on TV app development, no human rights discussion
2026-02-28 07:09 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 07:03 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 07:03 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Editorial on TV app development, no human rights discussion
2026-02-28 07:03 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 06:57 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 06:57 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post
2026-02-28 06:57 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 06:51 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 06:51 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical blog post
2026-02-28 06:51 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-26 18:10 dlq Dead-lettered after 1 attempts: What I Learned After Building 3 TV Apps Coming from Mobile - -
2026-02-26 18:08 dlq Dead-lettered after 1 attempts: What I Learned After Building 3 TV Apps Coming from Mobile - -
2026-02-26 18:06 dlq Dead-lettered after 1 attempts: What I Learned After Building 3 TV Apps Coming from Mobile - -
2026-02-26 18:05 dlq Dead-lettered after 1 attempts: What I Learned After Building 3 TV Apps Coming from Mobile - -
2026-02-26 18:04 dlq Dead-lettered after 1 attempts: What I Learned After Building 3 TV Apps Coming from Mobile - -
2026-02-26 18:03 dlq Dead-lettered after 1 attempts: What I Learned After Building 3 TV Apps Coming from Mobile - -
2026-02-26 18:01 dlq Dead-lettered after 1 attempts: What I Learned After Building 3 TV Apps Coming from Mobile - -
2026-02-26 18:00 dlq Dead-lettered after 1 attempts: What I Learned After Building 3 TV Apps Coming from Mobile - -
2026-02-26 17:59 dlq Dead-lettered after 1 attempts: What I Learned After Building 3 TV Apps Coming from Mobile - -
2026-02-26 17:58 credit_exhausted Credit balance too low, retrying in 346s - -