Engineering notes
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ship the stack
Original rewrites on React, Node.js, TypeScript and AI — practical notes from the same engineering practice behind our operator software. Article bodies are in English.
Tagged: shacl
RDF to GraphRAG: Practical Ontology Layers with VOO Examples
From IRIs and triples through RDFS, OWL, and SHACL—when ontologies beat tables and how they steady GraphRAG.
2162 wordsRead articleSHACL TDD for GraphRAG Agents: One Executive Cap Rule That Halts Bad Actions
Encode a 30% liability-cap executive-approval policy as SHACL, prove it with pytest, and watch an ontology firewall halt the agent on a $2.3M contract demo.
1411 wordsRead article
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About these articles
Yes. Each piece is an original English rewrite prepared for this site. Structure and code examples follow the source material; prose is rewritten and checked for overlap before export.
Technical posts ship in English first so code and API names stay exact. The site chrome (navigation, SEO shells) is available in all nine languages.
New drafts land in the publish queue as they pass editorial checks. Running the site import picks up only new or changed slugs — nothing is duplicated.
Treat samples as illustrative. Validate against your stack and licences before production use. For delivery work, contact us with the brief.
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