0.00 Show HN: I built a sub-500ms latency voice agent from scratch (www.ntik.me)
444 points by nicktikhonov 14 hours ago | 128 comments on HN | Neutral ~lite vlite-1.5
Summary ~lite Technology Innovation Neutral
Technical blog post on building a low-latency voice agent from scratch
EQ 0.50
SO 0.60
TD 0.70
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 611 HN snapshots · 56 evals
+1 0 −1 HN
Audit Trail 76 entries
2026-03-03 12:13 eval_success Lite evaluated: Neutral (0.06) - -
2026-03-03 12:13 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical blog post on building a voice agent, no explicit human rights discussion
2026-03-03 12:13 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-03 12:10 eval_success Lite evaluated: Neutral (0.05) - -
2026-03-03 12:10 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Technical post on building voice agent
2026-03-03 12:10 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-03 11:26 eval_success Lite evaluated: Neutral (0.06) - -
2026-03-03 11:26 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical blog post on building a voice agent, no explicit human rights discussion
2026-03-03 11:26 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-03 11:22 eval_success Lite evaluated: Neutral (0.05) - -
2026-03-03 11:22 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Technical post on building voice agent
2026-03-03 11:22 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-03 11:20 eval_success Lite evaluated: Neutral (0.06) - -
2026-03-03 11:20 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical blog post on building a voice agent, no explicit human rights discussion
2026-03-03 11:20 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-03 10:39 eval_success Lite evaluated: Neutral (0.05) - -
2026-03-03 10:39 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Technical post on building voice agent
2026-03-03 10:39 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-03 10:35 eval_success Lite evaluated: Neutral (0.06) - -
2026-03-03 10:35 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical blog post on building a voice agent, no explicit human rights discussion
2026-03-03 10:35 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-03 10:34 eval_success Lite evaluated: Neutral (0.05) - -
2026-03-03 10:34 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) -0.03
reasoning
Technical post on building voice agent
2026-03-03 10:34 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-03 09:55 eval_success Lite evaluated: Neutral (0.06) - -
2026-03-03 09:55 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical blog post on building a voice agent, no explicit human rights discussion
2026-03-03 09:55 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-03 09:54 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-03 09:54 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) +0.03
reasoning
Technical post on building voice agent
2026-03-03 09:54 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-03 09:08 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical blog post on building a voice agent, no explicit human rights discussion
2026-03-03 09:07 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Technical post on building voice agent
2026-03-03 08:32 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical blog post on building a voice agent, no explicit human rights discussion
2026-03-03 08:31 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Technical post on building voice agent
2026-03-03 08:27 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical blog post on building a voice agent, no explicit human rights discussion
2026-03-03 08:25 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Technical post on building voice agent
2026-03-03 07:52 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical blog post on building a voice agent, no explicit human rights discussion
2026-03-03 07:51 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Technical post on building voice agent
2026-03-03 07:46 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) -0.03
reasoning
Technical post on building voice agent
2026-03-03 07:07 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical blog post on building a voice agent, no explicit human rights discussion
2026-03-03 07:02 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) +0.03
reasoning
Technical post on building voice agent
2026-03-03 06:20 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical blog post on building a voice agent, no explicit human rights discussion
2026-03-03 06:17 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Technical post on building voice agent
2026-03-03 05:49 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical blog post on building a voice agent, no explicit human rights discussion
2026-03-03 05:44 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Technical post on building voice agent
2026-03-03 05:39 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) -0.03
reasoning
Technical post on building voice agent
2026-03-03 05:08 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical blog post on building a voice agent, no explicit human rights discussion
2026-03-03 05:03 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical blog post on building a voice agent, no explicit human rights discussion
2026-03-03 04:56 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) +0.03
reasoning
Technical post on building voice agent
2026-03-03 04:31 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical blog post on building a voice agent, no explicit human rights discussion
2026-03-03 04:27 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Technical post on building voice agent
2026-03-03 03:58 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical blog post on building a voice agent, no explicit human rights discussion
2026-03-03 03:53 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical blog post on building a voice agent, no explicit human rights discussion
2026-03-03 03:52 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Technical post on building voice agent
2026-03-03 03:15 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Technical post on building voice agent
2026-03-03 03:14 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical blog post on building a voice agent, no explicit human rights discussion
2026-03-03 02:44 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Technical post on building voice agent
2026-03-03 02:42 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical blog post on building a voice agent, no explicit human rights discussion
2026-03-03 02:09 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) -0.03
reasoning
Technical post on building voice agent
2026-03-03 02:08 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical blog post on building a voice agent, no explicit human rights discussion
2026-03-03 01:24 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) +0.03
reasoning
Technical post on building voice agent
2026-03-03 01:20 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical blog post on building a voice agent, no explicit human rights discussion
2026-03-03 01:19 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Technical post on building voice agent
2026-03-03 00:46 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical blog post on building a voice agent, no explicit human rights discussion
2026-03-03 00:44 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
reasoning
Technical post on building voice agent
2026-03-03 00:07 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) -0.11
reasoning
Technical post on building voice agent
2026-03-03 00:07 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
reasoning
Technical blog post on building a voice agent, no explicit human rights discussion
2026-03-03 00:02 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) -0.10
reasoning
Technical blog post on building a voice agent, no explicit human rights discussion
2026-03-02 23:35 eval Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
reasoning
Technical post on building voice agent
2026-03-02 23:22 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
Technical blog post on building a voice agent, no explicit human rights discussion
2026-03-02 23:01 eval Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
reasoning
Technical post on building voice agent
2026-03-02 22:56 eval Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) +0.16
reasoning
Technical post on building voice agent
2026-03-02 22:45 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) +0.16
reasoning
Technical blog post on building a voice agent, no explicit human rights discussion
2026-03-02 22:14 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical post on building voice agent
2026-03-02 22:08 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical blog post on building a voice agent, no explicit human rights discussion
2026-03-02 22:08 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical post on building voice agent