# Knowledge that maintains itself: what changed in v1.1.0, sgit.ai > The changes to the article "Knowledge that maintains itself" in v1.1.0, paragraph by paragraph. *Source: · sgit.ai v0.7.87 · this file is generated from the same content as the page, so the two cannot drift. Every page on this site has a `.md` twin; internal links below point at them.* --- [Home](../../../index.md) / [Articles](../../index.md) / [Knowledge that maintains itself](../../knowledge-that-maintains-itself.md) / [Versions](../knowledge-that-maintains-itself.md) / v1.1.0 # Knowledge that maintains itself: what changed in v1.1.0 From v1.0.0 (2026-10-14, `826f6f390`) to v1.1.0 (2026-10-27, `db67c5ce1`), paragraph by paragraph. 0 paragraphs added, 0 removed, 2 changed in place, 43 unchanged. About 0 words added and 85 removed. Insertions are marked like this, deletions like this; unchanged runs are folded to one line; figures appear as their file names. [all versions](../knowledge-that-maintains-itself.md) 2 unchanged paragraphs !shot kq-loop.webp | images/ | Knowledge that maintains itself.itself:Sourcessources,keptagents,ingraph,their own vocabularies; agents buildbriefs and maintainfixes,the graph; people and agents are briefed from it; what looks odd is noticed and asked about; the fix lands at the right altitude; andwith each brief travelstravelling as a vault, scoped and encrypted to the one who needs it.vault. | architecture 13 unchanged paragraphs, under In short {#in-short}, The idea {#idea}, Briefing from the graph {#briefing} !shot kq-briefing.webp | images/ | Briefing from the graph, measured on this site.site:Thethe112 articlestokens in fulltheare about 704,000 tokens;articles, their graphs as JSON with all their structure about 199,000;and the graphs' text alone, teaser, core idea, nodes and edges, about 87,000. Below, what a graph gives that similarity search does not: the same answer to the same question, the path behind it, a diff of what changed, and a maintainer.alone. | comparison 28 unchanged paragraphs, under Graphs and vectors {#vectors}, You do not have to get it right; you have to maintain it {#maintain}, The brief has to travel {#vaults}… [all versions](../knowledge-that-maintains-itself.md) --- *[Site index for agents](../../../llms.txt) · [HTML version](https://newsroom.sgit.ai/articles/versions/knowledge-that-maintains-itself/v1.1.0.html)*