A distributed, decentralized knowledge base built from concise, typed facts — not documents. Confidence, provenance, and ontology; facts evolve and discovery spawns new ones. Humans and agents converge on one source of truth.https://knomit.io/en-ushttps://knomit.io/blog/keeping-facts-honest-after-the-code-moves/https://knomit.io/blog/keeping-facts-honest-after-the-code-moves/You shipped the feature and merged the PR — and somewhere in your knowledge base, a dozen facts just quietly went out of date. The fix isn't to write more carefully; it's to make the corpus introspect on itself. Here is a real, interactive pass where Claude Code swept knomit's own knowledge base fact-by-fact, checked every claim against the source instead of trusting the corpus, and corrected the drift — recording each correction instead of erasing it. This is the learning loop closing.Sun, 28 Jun 2026 00:00:00 GMTdogfoodingknowledgeprovenancemaintenanceagentsThe knomit teamhttps://knomit.io/blog/dogfooding-how-knomit-holds-its-shape/https://knomit.io/blog/dogfooding-how-knomit-holds-its-shape/knomit's own repo runs on knomit. We started where everyone starts — a fat CLAUDE.md and a per-machine MEMORY.md — and watched them rot and crowd out context. Here is what replaced them: typed, scoped knowledge surfaced at the moment of the decision, and one real fact that climbed from hunch to proven.Sat, 27 Jun 2026 00:00:00 GMTdogfoodingknowledgeprovenanceagentsThe knomit team