Pipeline health

How the robot is doing

Every edition records what the nightly run fetched, kept and summarized. This page is built from those records — 102 nights since 14 Jul.

Editions shipped10294 with every source up

LLM-written nights90%100% over the last 30

Stories per night22.5from ~179 fetched

Numeric claims verified98%480/489 over 28 nights, 8 dropped

Stories published per night

Bars in the warning color are nights where the LLM was unavailable and cards shipped raw abstracts. Hover or tap a bar for the night’s numbers.

Show as table

Night	Fetched	New	Published	Summaries	Sources down
2026-10-23	199	150	28	LLM	—
2026-10-22	215	162	28	LLM	—
2026-10-21	212	157	28	LLM	—
2026-10-20	195	148	28	LLM	—
2026-10-19	115	72	18	LLM	—
2026-10-18	110	64	16	LLM	—
2026-10-17	120	75	17	LLM	arxiv-ai, arxiv-systems
2026-10-16	200	156	28	LLM	—
2026-10-15	206	162	28	LLM	—
2026-10-14	204	155	28	LLM	—
2026-10-13	129	87	17	LLM	—
2026-10-12	116	71	15	LLM	—
2026-10-11	100	60	13	LLM	—
2026-10-10	120	83	18	LLM	—
2026-10-09	173	131	22	LLM	arxiv-systems
2026-10-08	204	162	28	LLM	—
2026-10-07	198	147	28	LLM	—
2026-10-06	191	152	28	LLM	—
2026-10-05	109	72	14	LLM	—
2026-10-04	128	78	17	LLM	—
2026-10-03	130	78	19	LLM	—
2026-10-02	223	175	28	LLM	—
2026-10-01	220	171	28	LLM	—
2026-09-30	209	168	27	LLM	—
2026-09-29	212	171	28	LLM	—
2026-09-28	100	66	15	LLM	—
2026-09-27	125	76	14	LLM	—
2026-09-26	148	103	15	LLM	—
2026-09-25	210	165	28	LLM	—
2026-09-24	221	166	28	LLM	—
2026-09-23	189	145	28	LLM	—
2026-09-22	220	178	28	LLM	—
2026-09-21	137	88	16	LLM	—
2026-09-20	122	80	14	LLM	—
2026-09-19	151	100	15	LLM	—
2026-09-18	234	184	28	LLM	—
2026-09-17	227	171	25	LLM	—
2026-09-16	204	155	27	LLM	—
2026-09-15	158	111	17	LLM	arxiv-ai, arxiv-systems
2026-09-14	131	87	13	LLM	arxiv-ai, arxiv-systems
2026-09-13	128	85	13	LLM	arxiv-ai, arxiv-systems
2026-09-12	150	97	16	LLM	arxiv-systems
2026-09-11	210	169	28	LLM	—
2026-09-10	215	161	26	LLM	—
2026-09-09	224	167	28	LLM	—
2026-09-08	149	107	16	LLM	—
2026-09-07	142	96	17	LLM	—
2026-09-06	127	82	15	LLM	—
2026-09-05	146	105	17	LLM	—
2026-09-04	213	166	28	LLM	—
2026-09-03	217	170	28	LLM	codeforces-contests
2026-09-02	215	171	28	raw abstracts	—
2026-09-01	200	153	25	raw abstracts	—
2026-08-31	134	87	14	LLM	—
2026-08-30	125	82	14	LLM	—
2026-08-29	154	93	16	LLM	—
2026-08-28	237	185	28	raw abstracts	—
2026-08-27	243	185	29	raw abstracts	—
2026-08-26	219	173	26	raw abstracts	—
2026-08-25	221	170	27	raw abstracts	—
2026-08-24	119	70	12	LLM	—
2026-08-23	126	76	16	LLM	—
2026-08-22	150	108	17	LLM	—
2026-08-21	218	167	26	raw abstracts	—
2026-08-20	219	167	29	raw abstracts	—
2026-08-19	211	174	28	raw abstracts	—
2026-08-18	231	189	28	raw abstracts	—
2026-08-17	122	81	15	LLM	—
2026-08-16	119	78	16	LLM	—
2026-08-15	133	98	17	LLM	—
2026-08-14	225	182	28	LLM	—
2026-08-13	223	177	28	LLM	—
2026-08-12	214	172	28	LLM	—
2026-08-11	236	192	28	LLM	—
2026-08-10	145	111	14	LLM	—
2026-08-09	126	89	15	LLM	—
2026-08-08	145	105	18	LLM	—
2026-08-07	214	165	28	LLM	—
2026-08-06	226	181	27	LLM	—
2026-08-05	243	195	29	LLM	—
2026-08-04	247	198	27	LLM	—
2026-08-03	150	107	15	LLM	—
2026-08-02	136	96	16	LLM	—
2026-08-01	152	112	19	LLM	—
2026-07-31	223	183	29	LLM	—
2026-07-30	221	184	29	LLM	—
2026-07-29	228	193	29	LLM	—
2026-07-28	215	175	29	LLM	—
2026-07-27	146	110	16	LLM	arxiv-systems
2026-07-26	128	94	18	LLM	—
2026-07-25	143	111	18	LLM	—
2026-07-24	207	174	28	LLM	—
2026-07-23	221	191	29	LLM	—
2026-07-22	217	178	28	LLM	—
2026-07-21	223	188	27	LLM	—
2026-07-20	126	101	16	LLM	—
2026-07-19	124	106	16	LLM	—
2026-07-18	134	117	17	LLM	—
2026-07-17	207	190	28	LLM	—
2026-07-16	221	205	28	LLM	—
2026-07-15	219	204	29	LLM	—
2026-07-14	237	235	29	LLM	—

Average night, as a funnel

Most of the work is throwing things away: repeats, then anything under the relevance bar.

Fetched179

New after dedupe136

Published22

Source failures

One source failing never stops the run; it just skips that source for the night.

Source	Nights down	Last
arxiv-systems	7 (7%)	17 Oct
arxiv-ai	4 (4%)	17 Oct
codeforces-contests	1 (1%)	3 Sept