{"version":"1.0","type":"card","id":"95370c41-ef60-4169-b453-03a1ec5e8b77","url":"https://stacklist.com/card/95370c41-ef60-4169-b453-03a1ec5e8b77","title":"From 0 to Graph Engineer: 14-Step Roadmap","source_url":"https://x.com/eng_khairallah1/status/2092185189803847950?s=12","note":"This page outlines a comprehensive 14-step roadmap for becoming a Graph Engineer using the Kimi K3 course. It provides insights and resources for individuals looking to enhance their skills in graph engineering.","image":{"url":"https://ucarecdn.com/4f5ecbac-c763-409a-a87c-20ef92a65aed/","alt":"From 0 to Graph Engineer: 14-Step Roadmap","width":1200,"height":480},"stack":{"id":"1659549d-373d-4391-ba12-5a14d40c19ed","title":"Harness Management","url":"https://stacklist.com/c/technology/stack/1659549d-373d-4391-ba12-5a14d40c19ed"},"created_at":"2026-08-30T11:16:50.218Z","updated_at":null,"aco":{"summary":"Eng Khairallah presents a comprehensive 14-step roadmap for learning graph engineering, explaining why graph databases excel at relationship traversal compared to vector and relational databases. The course leverages large language models and Kimi K3's million-token context to democratize knowledge graph construction, which was previously gatekept by high barriers to entry.","tags":["graph-engineering","knowledge-graphs","vector-databases","llm-extraction","data-modeling","graph-databases","semantic-search"],"key_entities":[{"name":"Eng Khairallah","type":"person","confidence":0.95},{"name":"Kimi K3","type":"technology","confidence":0.9},{"name":"Neo4j","type":"technology","confidence":0.85},{"name":"Vector databases","type":"technology","confidence":0.9},{"name":"Cypher","type":"technology","confidence":0.85},{"name":"SPARQL","type":"technology","confidence":0.85},{"name":"Graph engineering","type":"concept","confidence":0.95},{"name":"Knowledge graphs","type":"concept","confidence":0.95},{"name":"Semantic similarity","type":"concept","confidence":0.85},{"name":"Large language models","type":"technology","confidence":0.9}],"classification":"tutorial","language":"en","confidence":0.85,"provenance":{"model":"claude-haiku-4-5","tool":"@stacklist/be@0.1.0","confidence":0.85,"timestamp":"2026-08-30T11:16:57.258Z"},"token_counts":{"approximate":5832,"cl100k":4968},"content_hash":"sha256:a2ed3a9e53f399e468dfb6d33769e0d876b3610e7eacf6d366c1116da9987f99","acp_version":"0.2","body_available":true,"body_tokens":5832,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/95370c41-ef60-4169-b453-03a1ec5e8b77.json","html":"https://stacklist.com/card/95370c41-ef60-4169-b453-03a1ec5e8b77","md":"/api/public/card/95370c41-ef60-4169-b453-03a1ec5e8b77.md","stack_json":"/api/public/stack/1659549d-373d-4391-ba12-5a14d40c19ed.json"}}