I Built a Scheme Compiler with AI in 4 Days

Model: @cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 Compare

Model Comparison

Model	Editorial	Structural	Class	Conf	SETL	Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite	0.00	ND	Neutral	0.90	0.00	Technology
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	0.00	ND	Neutral	0.90	0.00	No human rights theme

Section	@cf/meta/llama-4-scout-17b-16e-instruct lite	@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	Delta
Preamble	ND	ND
Article 1	ND	ND
Article 2	ND	ND
Article 3	ND	ND
Article 4	ND	ND
Article 5	ND	ND
Article 6	ND	ND
Article 7	ND	ND
Article 8	ND	ND
Article 9	ND	ND
Article 10	ND	ND
Article 11	ND	ND
Article 12	ND	ND
Article 13	ND	ND
Article 14	ND	ND
Article 15	ND	ND
Article 16	ND	ND
Article 17	ND	ND
Article 18	ND	ND
Article 19	ND	ND
Article 20	ND	ND
Article 21	ND	ND
Article 22	ND	ND
Article 23	ND	ND
Article 24	ND	ND
Article 25	ND	ND
Article 26	ND	ND
Article 27	ND	ND
Article 28	ND	ND
Article 29	ND	ND
Article 30	ND	ND

0.00	I Built a Scheme Compiler with AI in 4 Days (matthewphillips.info)
	42 points by MatthewPhillips 1 days ago \| 32 comments on HN \| Neutral ~lite vlite-1.4

Summary ~lite Technology Neutral

Author describes building a Scheme compiler with AI.

EQ 0.50

SO 0.50

TD 0.50

Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available

Longitudinal 127 HN snapshots · 77 evals

Audit Trail 97 entries

2026-03-02 18:52	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 18:52	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-02 18:50	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 18:50	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-02 18:45	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 18:45	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-02 17:31	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 17:31	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-02 16:31	eval_success	Lite evaluated: Neutral (0.00)	- -
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2026-03-02 16:14	eval_success	Lite evaluated: Neutral (0.00)	- -
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2026-03-02 16:10	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 16:10	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-02 14:33	eval_success	Lite evaluated: Neutral (0.00)	- -
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2026-03-02 14:28	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 14:28	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-02 14:26	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 14:25	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-02 14:21	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 14:20	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-02 13:56	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 13:56	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-02 13:36	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 13:36	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-02 13:10	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 13:10	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-02 13:08	credit_exhausted	Credit balance too low, pausing provider for 30 min	- -
2026-03-02 12:56	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 12:56	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-02 12:24	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 12:24	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-02 12:19	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 12:19	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-02 12:09	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 12:09	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-02 11:47	eval_success	Lite evaluated: Neutral (0.00)	- -
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2026-03-02 11:28	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-02 11:23	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-02 11:07	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-02 10:35	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-02 10:16	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-02 10:00	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-02 09:36	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-02 09:32	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-02 09:11	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-02 09:06	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-02 08:42	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-02 08:11	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-02 07:59	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-02 07:24	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-02 07:18	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-02 07:11	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-02 06:42	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-02 06:31	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-02 06:03	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-02 05:57	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-02 05:22	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-02 05:15	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-02 05:10	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-02 04:48	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-02 04:40	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-02 04:05	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-02 03:55	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-02 03:19	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-02 03:13	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-02 03:12	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-02 02:39	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-02 02:37	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-02 02:00	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-02 01:49	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-02 01:08	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-02 01:05	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-02 01:03	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-02 00:22	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-02 00:21	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-02 00:16	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-01 23:25	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-01 23:22	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-01 22:36	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-01 22:33	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-01 22:00	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-01 21:59	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-01 21:55	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-01 21:10	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-01 21:08	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-01 20:32	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-01 20:30	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-01 19:52	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-01 19:50	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-01 19:11	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-01 19:09	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
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2026-03-01 19:06	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-01 18:29	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral)
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2026-03-01 18:23	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
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build f220d37+y7wl · deployed 2026-03-02 19:08 UTC · evaluated 2026-03-02 19:05:25 UTC