Article recommendations from Miniflux stars http://git.samsci.com/cgit.cgi/fluxrec/atom?h=main 2026-10-07T05:33:41Z 2026-10-07T05:33:41Z Sam Scholten 2026-10-07T05:33:41Z urn:sha1:c465409aaa5672e3466b6f8744b737fa84993f2b No feed may hold more than 5% (floor 50) of the negative target, counting existing history: uncapped, a few firehoses own the negative class because the read+unstarred pool is sized by feed volume. Enforced by skipping ceiling-full feeds mid seeded permutation walk; shortfall vs the ratio is reported, neg_capped added to the run summary. Also makes bulk mark-read of high-volume feeds safe for training data.